Frank_LBM/scripts/250525_imit.ipynb
2026-02-15 19:21:28 +08:00

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{
"cells": [
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from typing import Tuple, Union\n",
"from collections import deque\n",
"import matplotlib.pyplot as plt\n",
"import numpy as np\n",
"from stable_baselines3 import PPO\n",
"import pandas as pd\n",
"import pickle\n",
"import sys\n",
"import os\n",
"\n",
"current_dir = os.path.dirname(os.path.abspath(\"__file__\"))\n",
"parent_dir = os.path.abspath(os.path.join(current_dir, os.pardir))\n",
"sys.path.append(parent_dir)\n",
"\n",
"from gym_env_250326_erase import CustomEnv\n",
"# from gym_env_240904 import CustomEnv\n",
"\n",
"vec_env = CustomEnv(device_id=2)\n",
"# model = PPO.load(os.path.join(parent_dir, \"models\", \"250329\", \"d1a3o12_250329_100.zip\"), env=vec_env, device=\"cuda:1\")\n",
"model = PPO.load(os.path.join(parent_dir, \"models\", \"250729\", \"d1a3o14_erase_250830_20D_05D_3_63delay.zip\"), env=vec_env, device=\"cuda:2\")\n",
"# model = PPO.load(os.path.join(parent_dir, \"models\", \"d1a3o12_re50.zip\"), env=vec_env, device=\"cuda:3\")\n",
"model_env = model.get_env()\n",
"\n",
"L0 = 20\n",
"U0 = 0.01\n",
"NY = 512"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"Best seed: 19\n"
]
}
],
"source": [
"best_seed = 0\n",
"max_reward = 0\n",
"for seed in range(20):\n",
" model.set_random_seed(seed=seed)\n",
" model_env = model.get_env()\n",
" obs = model_env.reset()\n",
" reward_list = []\n",
" for _ in range(500):\n",
" action, _states = model.predict(observation=obs, deterministic=True)\n",
" obs, rewards, dones, info = model_env.step(action)\n",
" reward_list.append(rewards)\n",
" if np.mean(reward_list[-100:]) > max_reward:\n",
" max_reward = np.mean(np.array(reward_list))\n",
" best_seed = seed\n",
"print(\"Best seed: \", best_seed)"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"model.set_random_seed(seed=19)\n",
"states_list = []\n",
"reward_list = []\n",
"action_list = []\n",
"r_u_list, r_v_list, r_sim_list = [], [], []\n",
"obs = model_env.reset()\n",
"force_norm_fact = model_env.envs[0].force_norm_fact.copy()\n",
"for i in range(500):\n",
" action, _states = model.predict(observation=obs, deterministic=True)\n",
" obs, rewards, dones, info = model_env.step(action)\n",
" if i > 400:\n",
" states_list.append(model_env.envs[0].flow_field.obs.copy())\n",
" reward_list.append(rewards)\n",
" action_list.append(action)\n",
" r_u_list.append(model_env.envs[0].reward_u.copy())\n",
" r_v_list.append(model_env.envs[0].reward_v.copy())\n",
" r_sim_list.append(model_env.envs[0].reward_sim.copy())\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"print(\"target u&v:\", model_env.envs[0].target_sensors)\n",
"print(\"force normalization factor:\", force_norm_fact)"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"data": {
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",
"text/plain": [
"<Figure size 1000x1000 with 8 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"sens_norm_fact = model_env.envs[0].sens_norm_fact.copy()\n",
"sens_deviation = model_env.envs[0].sens_deviation.copy()\n",
"# sens = (np.array(states_list)[:, 0:6] - sens_deviation) / sens_norm_fact\n",
"sens = np.array(states_list)[:, 0:6]\n",
"# sen_u = (np.array(states_list)[:, [0, 2, 4]] - sens_deviation) / sens_norm_fact\n",
"# sen_v = (np.array(states_list)[:, [1, 3, 5]] - sens_deviation) / sens_norm_fact\n",
"sen_u = sens[:, [0, 2, 4]]\n",
"sen_v = sens[:, [1, 3, 5]]\n",
"force_cyl = np.array(states_list)[:, 6:8]\n",
"force_pin = np.array(states_list)[:, 8:14] / force_norm_fact\n",
"force_x = np.mean(force_pin[:, [0, 2, 4]], axis=1)\n",
"force_y = np.mean(force_pin[:, [1, 3, 5]], axis=1)\n",
"plt.figure(figsize=(10, 10))\n",
"plt.subplot(4, 2, 1)\n",
"plt.plot(sen_u, label=\"sensor_u\")\n",
"plt.subplot(4, 2, 2)\n",
"plt.plot(sen_v, label=\"sensor_v\")\n",
"plt.subplot(4, 2, 3)\n",
"plt.plot(np.array(r_u_list), label=\"reward_u\")\n",
"plt.subplot(4, 2, 4)\n",
"plt.plot(np.array(r_v_list), label=\"reward_v\")\n",
"plt.subplot(4, 2, 5)\n",
"plt.plot(np.array(force_cyl), label=\"force_cyl\")\n",
"plt.plot(np.array(force_x), label=\"force_x\")\n",
"plt.plot(np.array(force_y), label=\"force_y\")\n",
"plt.legend()\n",
"plt.subplot(4, 2, 6)\n",
"plt.plot(np.array(force_pin), label=\"force_pin\")\n",
"plt.subplot(4, 2, 7)\n",
"plt.plot(np.array(r_sim_list), label=\"reward_sim\")\n",
"plt.legend()\n",
"plt.subplot(4, 2, 8)\n",
"plt.plot(np.array(action_list)[:,0,:], label=\"action\")\n",
"plt.legend()\n",
"\n",
"plt.tight_layout()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"# model.set_random_seed(seed=best_seed)\n",
"model.set_random_seed(seed=19)\n",
"states_list = []\n",
"reward_list = []\n",
"action_list = []\n",
"obs_list = []\n",
"r_cl_list, r_cd_list, r_sim_list = [], [], []\n",
"obs = model_env.reset()\n",
"\n",
"# sens_norm_fact = model_env.envs[0].sens_norm_fact.copy()[3]\n",
"# sens_deviation = model_env.envs[0].sens_deviation.copy()[3]\n",
"sens_last = 0\n",
"flag_max_arm = False\n",
"T_count = 0\n",
"flag_ave_start = False\n",
"reward_ave = 0\n",
"sim_ave = 0\n",
"for i in range(500):\n",
" if i < 200:\n",
" action = np.array([0.0, 1.0, -1.0], dtype=np.float32)[np.newaxis, :]\n",
" else:\n",
" action, _states = model.predict(observation=obs, deterministic=True)\n",
" obs, rewards, dones, info = model_env.step(action)\n",
" states = model_env.envs[0].flow_field.obs.copy()\n",
"\n",
" # if i == 100:\n",
" # center: Tuple[float, float, float] = (15 * L0, (NY - 1) / 2, 0)\n",
" # # model_env.envs[0].flow_field.add_vortex(center, L0 * 2, 0.5*U0, 0, \"lamb\")\n",
" # model_env.envs[0].flow_field.add_vortex(center, L0 * 2, 0.03*U0, 0, \"taylor\")\n",
"\n",
" if i % 2 == 0 and i >= 100 and i < 400:\n",
" # if i == 599:\n",
" # if i % 100 == 0:\n",
" file_index = (i-100) // 2 + 1\n",
" file_name = f\"field.dat.{file_index:03d}\"\n",
" model_env.envs[0].save_field(os.path.join(parent_dir, \"output\", \"250729\", \"anim\", file_name))\n",
"\n",
"\n",
" # if i > 500:\n",
" # reward = model_env.envs[0].reward_sim.copy()\n",
" # sim_ave = sim_ave + np.log(reward)/10+1\n",
" # reward_ave = reward_ave + reward\n",
"\n",
" # sens_now = (obs[0, 9] * sens_norm_fact + sens_deviation) / 78 / U0\n",
" # sens_now = states[1]\n",
"\n",
" # if i >= 50:\n",
" # reward_list.append(rewards)\n",
" # action_list.append(action[0,:])\n",
" # states_list.append(np.array(states))\n",
" # obs_list.append(obs[0,:])\n",
" # r_cl_list.append(model_env.envs[0].reward_cl.copy())\n",
" # r_cd_list.append(model_env.envs[0].reward_cd.copy())\n",
" # r_sim_list.append(model_env.envs[0].reward_sim.copy())\n",
"\n",
"# # if sens_last > 0 and sens_now <= 0:\n",
"# # T_count += 1\n",
"# # flag_ave_start = True\n",
"# if sens_now > sens_last and not flag_max_arm:\n",
"# flag_max_arm = True\n",
"# if sens_now < sens_last and flag_max_arm:\n",
"# flag_max_arm = False\n",
"# # if T_count <= 20 and flag_ave_start:\n",
" # if i % 2 == 0:\n",
" # model_env.envs[0].average_field(mode = \"add\")\n",
"# sens_last = sens_now\n",
"\n",
"# model_env.envs[0].average_field(mode=\"save\", filename = os.path.join(parent_dir, \"output\", \"250729\", \"plot\", \"target.dat\"))\n",
"# model_env.envs[0].average_field(mode=\"clear\")\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"data = {}\n",
"# for i in range(3):\n",
"# data[\"action\" + str(i+1)] = np.array(action_list)[:, i]\n",
"data[\"reward\"] = np.array(reward_list)[:, 0]\n",
"for i in range(14):\n",
" data[\"states\" + str(i+1)] = np.array(states_list)[:, i]\n",
"\n",
"df = pd.DataFrame(data)\n",
"df.to_csv(os.path.join(parent_dir, \"output\", \"250729\", \"data\", \"time_ref.csv\"), index=False)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# print(\"Average sim: \", np.mean(sim_ave/500))\n",
"# print(\"Average reward: \", np.mean(reward_ave/500))\n",
"print(\"Mod_sim:\", np.exp(-50*(0.646-1)**2))"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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gV65cKV1/WpTly5fjbW97G774xS/iIx/5CB588EF8//vfxxe/+EXtOPbee2/lZjsizzzzDGZmZiIPtgxVPW3YsAG+72PFihWpc7JjBEEQBGECCUmCIIiGGR0dxXnnnYdLL70UDzzwAABgxx13BAA88cQTqa3BQx544AH87Gc/wzXXXINTTjklOv7rX/86N80i15p+d/A973kPPvKRj+DHP/4xrr/+enieF/tW4w477IC5c+fiy1/+svT6HXbYQRn3smXLsHbt2tTxcKOb8Nodd9wRd955J3zftyomP/ShD+G6667Dv/7rv+Lmm2/G8573vGgDIZssWbIEvV4P73znO5Xe6d133115LWMM69atS52THSMIgiDk9OGhb3kip+34mqD9JSAIgmgRMvEDDKeShh61I488Er1eD1dccYUyrlDYJXd40/GMlblWl1NOOQUjIyP44he/iK997Ws47LDDoqmzAPDmN78Zv/nNb7Bs2bLIQyv+ZK3jO+yww/DQQw/h3nvvjR3/yle+AsYYXv/61wMAjj76aExMTKR2Qc0jrBeVV/eAAw7AIYccgk996lP42te+hne9612YP3++URo6zJs3D69//evx05/+FPvvv7+0npYtWya9dv78+XjVq16Ff/mXf8HExER0fPPmzbjpppus55UgCIKYXZBHkiAIokaOOuoo7LLLLjjmmGPw4he/GL7v47777sNnPvMZLFiwAB/60IcABJ+j+OhHP4pPfOIT2L59O97xjndg8eLFeOihh/D000/jggsuwItf/GLsscce+MhHPgLOOZYuXYqbbroJt956a24+ylyry4oVK/DGN74RV199NTjn0SY7IatXr8Y3vvEN/OEf/iH+6q/+Cvvvvz9838djjz2GW265BWeeeSYOOuggadx/9Vd/ha985St405vehI9//OPYdddd8a1vfQuXX345/uIv/gJ77bUXgGAH2auvvhrve9/78PDDD+P1r389fN/Hj370I+y99954+9vfLo1/jz32wNy5c/G1r30Ne++9NxYsWICVK1fGdmT90Ic+hLe97W1gjOH000+3VGtpPvvZz+I1r3kNXvva1+Iv/uIvsNtuu2Hz5s349a9/jZtuuilaDyrjE5/4BN7whjfgiCOOwJlnnol+v49PfepTmD9/Pp599tnK8kwQBNElfM7gc8ub7ViOrwnII0kQBFEjf/M3f4MlS5bg0ksvxbHHHoujjz4an/vc53D44Yfjxz/+Mfbbb78o7Mc//nF85StfwaOPPoqTTz4Zxx9/PK6++upoKuPo6Chuuukm7LXXXjjttNPwjne8A+vXr8dtt92Wm48y15pw6qmnRkL1+OOPj52bP38+vv/97+Nd73oXrrzySrzpTW/CiSeeiM997nPYZZddMj2SO+64I+666y780R/9Ec455xy8+c1vxne+8x2sWbMmtpZwZGQE//Ef/4FzzjkHN954I4477jj82Z/9Ge68886YdzTJvHnz8OUvfxnPPPMMjjzySLzyla/ElVdeGQtz/PHHY3x8HEcddRT23HPPQvWjw0te8hLce++92HffffE3f/M3OPLII3Hqqafin//5n6ONi1QcccQR+OY3v4lNmzbhbW97G8444wy89a1vtbr5EEEQBDE7YZxz3nQmCIIgCKJt3HTTTTj22GPxrW99C2984xubzg5BEARhmU2bNmHx4sX45N2vw5wFdidyTmyZwUdeeQc2btwYfdqpbdDUVoIgCIIw4KGHHsKjjz6KM888Ey972cuU37okCIIgiC5DQpIgCIIgDDj99NPx3//933jFK16Ba6+91ng3W4IgCKJd+NyDX/K7j7I42w4JSYIgCIIw4Pbbb286CwRBEESN9MHQh91BQ9vxNUH7pTBBEARBEARBEARRK+SRJAiCIAiCIAiCUEBTW+W0vwQEQRAEQRAEQRBErZBHEoDv+3jyySexcOFC2jSBIAiCIAiCICzCOcfmzZuxcuVKeF77/Fh92F/T2LcaWzOQkATw5JNPYtWqVU1ngyAIgiAIgiA6y+OPP45ddtml6WwQliAhCWDhwoUAgNfgTRhhow3nhiAIgiA6COfl46BZQ0ST2GjDVdLU8xHWS0b6M3wad+Jbkc3dNmiNpBwSkkA0nXXEGychSRCEMcwj47bLcN9x45EgCMJ1uAf4oCVkHaNRIXn++efjggsuiB1bvnw51q1bByCYT33BBRfgyiuvxIYNG3DQQQfh7//+77HPPvtE4ScnJ3HWWWfh61//OrZv347DDjsMl19+eSG3OfMYNfCqYe0ffSGITlOXKG6ROGO9BhLlfgOJEgRBVAPjDGhxt9bnHvqWPYi242uCxj2S++yzD2677bbo/15v+MZes2YNLrnkElxzzTXYa6+9cOGFF+KII47Aww8/HLnGV69ejZtuugk33HADli1bhjPPPBNvfvObcc8998Ti0oJ57RU65BEhCCegwShNeu2pJ97IdLYa1GuLxDxBEG2npfb1AA4G3/JmO9xyfE3QuJAcGRnBihUrUsc557jssstw7rnn4oQTTgAAXHvttVi+fDmuv/56nHbaadi4cSOuuuoqXHfddTj88MMBAF/96lexatUq3HbbbTjqqKPMMuMxo/nlZDAShIO0cDe4yulyX1WDyLNWe75jw/EWxHwzIpsgiNbBO/wemsU0LiR/9atfYeXKlRgfH8dBBx2Eiy66CC984QvxyCOPYN26dTjyyCOjsOPj43jd616Hu+66C6eddhruueceTE9Px8KsXLkS++67L+666y6lkJycnMTk5GT0/6ZNmwAEtlauOCQjtX66bAQTsw/qQ9qFTfFnOktGxFHBpt07uyaiCYKolbZbcjS1VU6jQvKggw7CV77yFey111546qmncOGFF+KQQw7Bgw8+GK2TXL58eeya5cuX49FHHwUArFu3DmNjY1iyZEkqTHi9jIsvvji1NhNAYOBlTW0lQaMPGctEB+jkrIOuToOvappmQfHnjKfOFQFXRkTr4Ep9EwQhpwOiiUjTqJA8+uijo7/3228/HHzwwdhjjz1w7bXX4tWvfjWAtCHHOc817vLCnHPOOTjjjDOi/zdt2hR8R5LlTG2dpeKok8Y00U26KpLauna7TmzpFEub3DDd8feq1ykaCDhnxK8LuCLACaIztPv97HMG3/L0XNvxNUHjU1tF5s+fj/322w+/+tWvcPzxxwMIvI4777xzFGb9+vWRl3LFihWYmprChg0bYl7J9evX45BDDlGmMz4+jvHx8fSJDI9kJ8VUV43uspDRTtimzc+aa31f5WLHUJGWFYImyVW8k6uW+J0tG/RU7UEFCXdilkEeyU7ilJCcnJzEL37xC7z2ta/F7rvvjhUrVuDWW2/Fy1/+cgDA1NQU7rjjDnzqU58CABxwwAEYHR3FrbfeihNPPBEAsHbtWjzwwANYs2aNcfqMZXz+o62G4GwURW29V0R7cE1cqeji82+r6m2JMp0Na6wJBk1xU6XYy8sCfbZEG22vtavMlkEFwgptb+99eOhb3nnWdnxN0KiQPOuss3DMMcfgBS94AdavX48LL7wQmzZtwimnnALGGFavXo2LLroIe+65J/bcc09cdNFFmDdvHk466SQAwOLFi3HqqafizDPPxLJly7B06VKcddZZ2G+//aJdXI3I2rW1DQbZbBBQbTHgiXZCz/kswsDjVNZg1rllNgVYreI2lXixy0iUtA/bTlsahOg2HZjGSaRpVEg+8cQTeMc73oGnn34aO+64I1796lfjhz/8IXbddVcAwNlnn43t27fj9NNPx4YNG3DQQQfhlltuib4hCQCXXnopRkZGcOKJJ2L79u047LDDcM0115h/QxLI/o6ky8ZbF8VVGwx6wk1cflZzcH4KvYv5q2N6YI4wszNFMeOdVYXIUhWpKWO+UfFLuAENQnSbdtt1tEZSDuM0SR+bNm3C4sWLcdjSd2HEG0sHcNF4Aroltlps/BPV4LyoKoKLZZqlm4jVuplKxa/ZWl7jLhvr5MkibEEmcWXM+FP4z2evwcaNG7Fo0aKms6NNqBE+cOdbML5g1Grck1um8YXX3Ni6OhFxao1k43i9tKHnqlhrufDqpEgoC9VJN3BNmFG7kqMza6Vqo9KSmFX2pzbzr/AYujEWXcHGOC4LZ6I66p6GPpugd1EnISEp4rFATALBS8RhsdZqIdbmvJvgmqAgqsGV9uxKPrpEVp3aEFAqMdsSAQsYvIucEJwGZEy1dUM8E81R8zT0rlDDTshV0ucMfctTUW3H1wQkJAXEXVu51xKx1oY8inRRXLXtHhDlcOV+OzzQFVFHXTVm1EvKZsuIlNWbVe9iwqBzRRi15NuNRraBK3VL1INkAIIGHgJYB0QTkYaEpAgb7traChEZ0hZx1qY6VdGFMhBmuCLYXGp7bcxLU5vyWEu3RuHalOHblIfWJVoipgl9Mu3J2dS2W/75D9psRw4JSRGPtUeUJXHJsMuiLfmU4YqgIKrFpTbqQl5cyIMNmjLmqhRpSeHaBtFaBFeEbh0Unf7X5TqZzXRpYKEr7xIiBglJEcEjmeqU2/IAtCGfbRRkbahXojiu3d+G88Pb+IyWIl1eVpVwEu+tbeO/laK1CIm80Lq04n0GCVC3yRpYaNu9a7n3jXMPPrfrbOKW42sCEpIq8jpl1wxPGS4bg22ovyRtzDORjYP3tFER52B9NAXvVSj4IoZpVCJc6xStVaWjQ6VTiruOwTNPgt0t2uapdzx7RDFISIqIHkldXBZrIq4aiK7mK4s25pmI4azHrcm2Re1aTZWCLIy2cuE6WP9ftRioeqOgMvkA3De2XSZjJ9sYVMcN4binvuXvmD4Y+pbXedqOrwlISIp4rJwwbMND4moeXc1XBs6KESIfV9tbU/lytT5cRLX8oSVpRIK1VmM/3r4qF7NZmLZ1EkXm0OYybtDIs55Fu98zPre/OY5rWr8IJCRFingks+JqA47ls7XizLF6JDRw8Z41kae2PnONM6i3Ki0BxqozAusQxArqmTZsixrXz84GXPFYzyYafNal+SA6BQlJEZtCUha34zgn4lpQZ7l0oQyzAZfuUxPPoUvlbxuV75XA2itWddMHmjdyDWjGq9tlKl4rTLhBy98zfgWb7diOrwlISIpUKSQFnBNsKlx66F3KS1m6VJau4cqz2UQboXZZjDqEWK/qNCoWq1pZaFjQFqGGtbOzDe7U7sBdg7VrWjnRCkhICnDG6hd5bXmwXMqnS3mxiSsihnCnjdWcD+5KuVtGJ2qtcrGqQw3ThauihZ7VVtC2nUkdp0kHGG/55z98MPiWe3vb8TUBCUmRmjySuXloA67kczaKL1fqfjbR9Hcd606//bNt6sOv/v4wzhtvg7XS6vbngHe3y7TRc00EzKY+bBZBQlLEBSEpw8U8JXFF0LWhrlyA6qkUjXnu6jawqZ2oCY3Zqu9JDUIVcEisupKPMjjh3e0wftMZaCFhe6RPTBWmzxn6lr2qtuNrAhKSIq4KSRmuCDcZLtWhS3lpCSZGK9M0ljo9ZbIp70mdddrl+1eEusQO5/W0r5rEqg5u5IJwGhLq5rggvh3pYwi7kJAUKfsdyaZx9SF1LF+uGExdwHpdtnpK24C62xeto6yF2KBJ1XVQp/egLrGax8DQ7Ur76kYpHKULXuu6iGZOOFBfLfe+0a6tckhIirTJI2mCY2Vy1lBo//PcfVxtO1nUmOdGnq0uPzfCKH5t00uB+gRkXWnp5KNL7cghD29XqHUgpwu48nyLuJSXAvhg8C2LYdpsp2t0VUgqcOpF57IR4VI9EXo4fs9qe/aaeK4cr/tMktPl6qq/mrxxzhjjruTDNl0UxU1S80BOF6h1MMoUF/NElIaEpABnLLOz0lkP1vrOzpUXYJvqsU15Jdx8Rut47miThTiy/rzOfIrpV3n/HTHGnRGxJpiuw2tLuVylqYGctuPIM56Hy3nTgVfw+Q9OHsnZhbWHoI2dowsdgAt5sETbO9TO4sqzWUf7cKQNVrlshmXpgLrLnzSSq0y/LpGaRWJzD9f7POlAseN5bjVU38Vpm+B2YaMfojJISIp4cOOBbEtn6kA+XTdOKsWFtjpbaLqd1ZB+y/dBkNJ0mWJCti7hWHVaunlwvX9qmdBtI5mzuKi+9XHh+TZB1Re0fKNdn1ewRrLpl5QFSEiKtGWNpON5dOKF7LoR4yrJe2dji3UX2kOVNFC+Wt49Luzy1zYSH6Kv6j6lPK1Ne1ebyIMpbRO6LqPpYXLCFmgRSuHdhnrUmbrehnIQxpCQFGmLkMzByc7bpZe2i/XjKi7VlUt50aTWwcaKhZ+T/UrDpAy/Ku6BnzYu62xX0unBbWgLbfPiNI3JoKFL7/O2IhHjbeljC08Db0n5VNDnP+SQkBTI22ynE7jWZl2rb9fyQ5TC2VkjNXj7Ku/LXK3bqpDYTlXUcS3iVIZEsALuPUOZ615jAR3LeB2UmUEyG+urarLuh2u2WBaWpoF33r6epZCQFHFljWRTuPKQu5KPDFwzroiSODCNszPCrwXPbybK6WVVpCU5VOcnQEQceAZUYlaky32vtkhWRtDhynENHdHetvuh7BtsxW8pnoagNZJySEjWTds6FpGG896B5y2OC4YboUWjI6lVJl1zuVx4hnON9arqRDodrJqkgvQUhxtoyzqfzgLQ7T5xlovkNmAk5NtsywHtXOfcMH4Fn/+wHV8TkJAUYXDvQXItPxIaf/l12fioABNDUtsALBB3p6i72BXVc+PPcohJ+YzbqGFeClDrusI6PajKPOScblm/YNrvaUHvqXrREO5JnOn/LKIUx3U9k7FNeOpJkqgXEpIiLd5sx9kOsOGXZ9sMGNdwtv4czZaUmuqwsj7A1TYQ0nT+JKKjinvRqEGYJ6wcbyJSMorkbL83S7Ai5GejcG94Y64Q5WePWv5c0dRWOSQkBTgcFmS2cKhzdeZl7Ug2iBpwpc0NqLy/qaq8s3UtueyzB7brWGFEV91WMqf1OfbcSDEVHy0oUiuowHnrjG3gGLkCuwn7zkC8tnyJJKGAhKSIx5wSWk3gRAfuQBaUuFA/RG00NrBUZTurUAQ60X+UJNNYs1l3qm/x1T0FNjztyK0rvOFMB9qeNaqYmquCqr08mrer6f5V2jea2Mwtt6/JIymHhGQDNN0ZlKLprLe57jToQJ8y+6izTVYgAmvpj1xr1zVOa1Tvkmo1mYCsD8U30XcWEDSzpQ8svUNrZuSzpBJdpe3e8Yo26mq17UsoISEp0IrvSDqevSZfYLPFAJnVuP58yqhhGqj1fqsJzVGyDEbrqqoqXw2f86jNYyojS6jKaOPzCtTi0aP3lZtYEfhtaPdZbdxm9js0n5U8knJISIowuC/UTHGsQ2v0mXGsLoiGcGh9X6UDV7aX7jn+/NSZP6WYs5WFBjaC0RLiDj07xpiIYMfb+qymYpHfAbsegEOfOWKKv4nOQEJSpMW7tpbFic7Tpbpvs8FEWKcREVVBkpWUw6HH1ioVi7lM4Wa7TjVsb9cGCqx/goP69HKYeqOrwrF22ggaz4aTnzlq+b0jj6QcEpICnDkiqFylyU6g5UaAa0YaURF1fImhBdNY29KPZu9UaimRitYbJalVmOpQUgfO1j6zkm9Y2qDl72CncX3KuKWdpNvyXlDBAfiWO1NHn3YjSEi2DZdfrg29aGarwUEkaEkzqKy9Woy28hd+Hbv3aXyQ3GY51d95tJRATnGq7AcLiZuWPI9KGrLw6H3WTkoNALgi0qvaSdrVwRHCCiQkRbo8tdWRjqqxl2RHbythn0YNOZe9g23bur2q/CoEqo16rsVDGmJg27VJ3Fjz6LWnyISKGvWL689IbWugs76163gd5UFTW+WQkBTx4IzgapKuGdKmuP5CIByklimtFiOzJLI68A6UkinoytZdhqe0cjEaC1g+rdLQx+xbgbPTbfOYDU2hwW9Qyr8rmXEB2dedhIRkzXTmJddQMTpTf1ViUkVtsw9afPsrE10uisI2PKcZxnHZumhKiAINbrJRKCJL8biAdOORgtc5Br1368HZKeSW1nm3vR2RR1IOCUmBVnxHMgvHst6VnS47DdUXAEc8a5anYlopUwXPsDNCx0bZLG1CkaRSIZpEYy1pEieeF4vY+XZgzdcR7mBpMKBJ+7OyzbpaMFBClIOEpAjDrOvUZ+M01q4ZQUSD1LRu0FqbtfC8t+H5sZ1H9UY6JRJqyiOaxNW1rwUEblHa0KaJNNY842Vxvf3U9PkfqRhlir9bCHkk5ZCQFGi9R7JqGqga554xV42uspQ12orUS16aHavrytqyC+KwC7cq87uRxaLM3jynGhEK1NdvVmrId+z5r4waBbdrOGcf1ITxc1fTRl159jPZ192EhGSbcfCZrL1jJ2PDDk3Uo4P3rnHDxOKLtlRZrHlALcVjiyp2Ra1bgAJ2pxyX2Eil8eelApzxcuniYD9KKLAk+htfHmCaftueKQXkkZRDQlJkFk1tbbTt1vzi68BzSrhODSOtdtY8NnStBJuj09qbVFSx1schARpiJIZc9hI0sFsovS9mD7UPGrgk+ivatEtapyzxu6VwzsAtdxC242sCEpICnNFLRMlsEn8uG1ZVUdRgM6kra993a/f9qaRtNyQQXZmqVIsoLZJEzR7QKEiFt6VW49uR9tVq2vrpjhrokr1n/FxWtHt0Vp12qb6JIc581eXiiy8GYwyrV6+OjnHOcf7552PlypWYO3cuDj30UDz44IOx6yYnJ/HBD34QO+ywA+bPn49jjz0WTzzxRM25bwCP1fujSSjGy/5owVg1P7OROuqqhffHVns2b9uGP2XikZabaf1YyXsTPxnoll1rTb3lvBWO0zSNDKp4Jlz66RxVvSfpx96PBWp/HiqyIV3GB6vkp+044ZG8++67ceWVV2L//fePHV+zZg0uueQSXHPNNdhrr71w4YUX4ogjjsDDDz+MhQsXAgBWr16Nm266CTfccAOWLVuGM888E29+85txzz33oNfrmWWkQw1eh8ZemjWJgU4aBYT71NHuSqRR2HtXsly8xmFL5ucFKBCppW+p5U7DLVrPRtNZC6ZRFQ45zei9QQCYXZ53yztIS+tultnXs4nGheSWLVtw8skn40tf+hIuvPDC6DjnHJdddhnOPfdcnHDCCQCAa6+9FsuXL8f111+P0047DRs3bsRVV12F6667DocffjgA4Ktf/SpWrVqF2267DUcddZRRXjo7ImmLGju72u/DbLzvDhlvteHafbacnzpFYuXCMMxTgXZaJm9KEWpSR5nrH4vdo8oEaBZ19RGuPZddYDb27xZpsy1ovqtrwcIafke3zXUK0GY7Khqf2vr+978fb3rTmyIhGPLII49g3bp1OPLII6Nj4+PjeN3rXoe77roLAHDPPfdgeno6FmblypXYd999ozAyJicnsWnTpthPq3Fs+oWz0/+yfmYjNuuvLT+2qDk/padZFsgH97J/CqVTpG5qbgd55c4sf5k852A65dbK56yafl5rfMY6R9P1Tj+NtdXapnrXOHWXcJdGPZI33HAD7r33Xtx9992pc+vWrQMALF++PHZ8+fLlePTRR6MwY2NjWLJkSSpMeL2Miy++GBdccIHkzOxt9J31AM7O20k4RqWb0hSM2thrVzSdhvrUTA+eSZZUU1oN68/6dFtNr0Od9a+9e26d0DuA0MGFpttUW7W4g7R819YwknY/jLRrq5zGhOTjjz+OD33oQ7jlllswZ84cZTiWeAlyzlPHkuSFOeecc3DGGWdE/2/atAmrVq2iqa0m1FFPNd8LV3agtImThl1LaKw9WEq20PROg7St1E+ZKHKatrW1ixZEJ+CA8ExSQdfQxT40Cxv9a16dUR9eE11qusZTW+2lkWVDk33dTRoTkvfccw/Wr1+PAw44IDrW7/fxve99D1/4whfw8MMPAwi8jjvvvHMUZv369ZGXcsWKFZiamsKGDRtiXsn169fjkEMOUaY9Pj6O8fFx20Vyk6Yf3IrTn22GiylUPw1QQ5WXWp9YpViss7kVTavkpjlVezqj07aFZ+oCw/Au4JimqqN/pT68e1Q+OGCrydj4fJFjz2wZaI2knMaE5GGHHYb7778/duzd7343XvziF+PDH/4wXvjCF2LFihW49dZb8fKXvxwAMDU1hTvuuAOf+tSnAAAHHHAARkdHceutt+LEE08EAKxduxYPPPAA1qxZY54py/PUO0EdRnEdL0q6r83QhpeIA23D6sY1Bcqj/Qwaxt3kO1K54URJA8iK4DTJR0ZeYkEstSFjQVonDjyrsxKb/Xid99DR948rgwO19FFM8XcLoamtchoTkgsXLsS+++4bOzZ//nwsW7YsOr569WpcdNFF2HPPPbHnnnvioosuwrx583DSSScBABYvXoxTTz0VZ555JpYtW4alS5firLPOwn777ZfavKf1tKCtubgOrCh1fqoAcNx4K0ML2m0Z6m4nZerT6PnUDFr4HVjDiLlu3koJTku7s1ayI2tBI7r2Nl0Dne1f66Kt/Xhb821K0We9gM1mZQkA0Ska//xHFmeffTa2b9+O008/HRs2bMBBBx2EW265JfqGJABceumlGBkZwYknnojt27fjsMMOwzXXXGP+DUlg1nokax0dqzCpNhtAbc67bWwbfU7WbUXPQVVTUY12Uq4TCxvU6JStKu/mMA8WRWcUUDtKfRz18OThZB9AtBbnBiZsP+sWBsik/VTL7WtewdTWLngkGee0knvTpk1YvHgxXv2Gj2NkVL3xD5GgKmO4ru/TdZlZ/1RXRENtx8pnHLTSsReXdnwVUPhj4iWeG2sfMLf87NJmLZZxbZon3V7CEKtC2KD9zUxP4Ic3fwwbN27EokWLLGaiWkKN8Ip/PgO9+Xb3V+lvncS9f3xJ6+pExGmPJGGZpozgKoThbBCDZaD6cY7KPf9VrF/UCGMsFm3Wg+EHsWPZkG5Tn5dexqmyU2l186CRl1gwR9ZjZdEqsetadbqWH8IeFT0WVjfyKtFntg0O5SunVJxth4SkyCyd2qpLpZ7CCuq9DQZUnbTKWHOMRttSyaRtTkvVE591TpXXdbWm235WWQpPZdXZFKduwRklbBi+RqivbgYX3gl133sXyqyNIxsT6dp+UsHZoc12CDkkJDuGM2tBLHcYrnlzrFLTe42MtQaoqcrNvYIW4tRoT01Mbc3+ILYEWyITsPv5D1uCMwqoGa5NtEgTuMhsfCfMtjJXsqZataN1hv3p3LrSAvhgYJY7Ur8DHTMJSQHuOSTEXKDi9m29Q2/r89jWfGfRJQOvwftjRYjVIBqN8mmzPg03zzESmbanzaYCaYSx6OEELK7jdIUu9p2EO3TgeSlqZ5X6Xq6sXyb7urOQkGwLLXlhWhWHlUx3tR9nFbTe4GtJPVdJ7W3N5iY4ZYRjneU2NGhU+bbhxdRJRyvdWACNSAz6irb0f2Vofd9JuEOXnxcLO0kbfwqk5fVJ35GUQ0JShNZIAmjPNNIOPH9Kula2Nht3jd+LOtZIVigc66o/o81zyghMQG9tpsaUMiveTYvTabtA488r0Xna/D6LsDGVNacfbNV6VA18zsAsdzCmnxO54oorcMUVV+C3v/0tAGCfffbBxz72MRx99NFW82UCCUkBzlg10wBy0uwENjditFklHaneiJb2y7POuGtqh2TtjXXsC0fbnw7JRVMMAhLDTxbWYJqs3tTV4hsB6eTBOD9A9/rDPNrWX5a5P20ra4vp4vus1NpvTaHZGXu3QXbZZRd88pOfxIte9CIAwLXXXovjjjsOP/3pT7HPPvs0kicSkpboxANSQxHqWvNVhKpfDlZGMTvQzFpn8DhQ56XbZt3C0TC/1ndQ1RCZRcWlKr7c+JUBy3s3reanSzjw7NbGbCoroYflae82+uI2w3kFn/8wjO+YY46J/f93f/d3uOKKK/DDH/6QhKQT0NTWwlgTYR2e9mo7T601DKu6N0U/2VARjbVBzUEtq+IxazlhDVNzi4jCZLxlpsZKg9haJwmUWq9pmp+u0YZ+sqp704ay52GzbrpQH0YUqbuC38rVEpmztA/SYdOmTbH/x8fHMT4+nnlNv9/HP/3TP2Hr1q04+OCDq8xeJiQkiYhaDI061nvp0qQX2cKwVlsNw8pe5hXXh1P1XaDt5m+wY3hdDZ5KJTY8jkXiUMWVxKInIH+NZN4i1dlmPcdx6rmtmdlcdhlUH9Vt8FVqGUBLqHKznVWrVsWOn3feeTj//POl19x///04+OCDMTExgQULFuDGG2/ES17yEqv5MoGEpABn1NEUxhVPYlumGNvKZwuNxLL32NaLqZ6Bk+baY5k1iybisYiXMn59fsDUGnQNT2GuMMwRllpxqNC97RY8m6WFZiyxgg+Xy/2u631kHXXneh3IqLpe2lgnFrDyuSCDmRpiemRfq3n88cexaNGi6P8sb+Qf/MEf4L777sNzzz2Hb3zjGzjllFNwxx13NCYmSUgScVz26lh4sbjWkZUWRS4bcCpKvsAbvYcO1rdxfZhOQ9UVj0pRauO5VccRE5k5U1rFfJt6LGVxpPOiPie/QCNM7jb9lvICONm+S9PFMplCdZCG6qTU2mvbSwHaQJUeyUWLFsWEZBZjY2PRZjsHHngg7r77bnz2s5/FF7/4Rat504WEpAitkSyFnY10ikfimkjUoWieWz1dxPQe1zlyXJFx0XjbLLKGUUdASsNkWR/qU0bExGE6UqW4zPBYFhWWsSA2RvtTAbMSLJ6XqvuQxts82tNP1lFXbamLkEY/GzRbKLHRl9k3eRO/CatwzjE5OdlY+iQkCSWVdORNCkVXO7ECLzJbArRuY68rXhIXjGQl2lNK9a7VCacUj0UErILMaamAUlzqiMpkfuoYba/0G5KWRW9bKVLGIn1UG+qyiUHLLteLSFkx2nQ9ZX/6QzXVRF9gdkWsu/AdyY9+9KM4+uijsWrVKmzevBk33HADbr/9dtx8881W82UCCUkBm2sku/oyyqWk0V+4DizXXa0vXZO0Wv7CqsRjUxFN15WUknkqvfYxT0Aqp7fm5Syf3BFwhQexrKiMpSHNQMY5SX5MKDxtNUdoN0Ldz1OFAr8Sqk63bfUB1NNmLDwXTr4rDCg0e8FAYIbxt76eHPj8x1NPPYV3vvOdWLt2LRYvXoz9998fN998M4444gi7GTOAhGRFtP2BSWHZK1Sofgpmoc57UfkIeF2is4o6M8xP1d/Gc/mbpjYx3UXVhoAsuwFPLjrrHiVCsYioTKaRSkcX07IXmLZaxUfFM3G5/Vco8I1wpY5qHLDMxJX6CCmSn67Wj+G6cC2BOUs3NaqKq666qukspCAhKcJYqTnjTtLQtMBym+rUnF7JtKVY3P4fqMlwrRqd/FQgNq3gWl1mYHW31rIC0rKHMt/7KAkrhpdMf83cEdaGYVWUAtNWS00rc3zAzYTKBudqwIlvSjpUJ061legi69mwRqlBr6xyFd3VWnxnOLhMxYTAI2nZqdIiOaGChGQRWv4w2KApb06dnsxSWB4Nr9o7ZyP9LKreWMQaLfB6l6ICAam3AY95noYXq+ORCsssUZkhKINw5qIyltU6nhPDaatNrFlq+nloeqOhLJqqGxfrpOl2YpKHuuvHVt2UWoseOyGLPD+9ppeoENVDQpKovjOvQzCWLEMVdWDle3OWPZtNYcWIsVVXJerJ5TrOxMQzmCUiszyQBb2TuWQYMJliURIuS1AG4RReSkW8tin8nCg8tKbp6Bp9Vp8Dm3E1NDBnvV+wHV/NOw5Xs1FfBXECVttM41h4RxbajTUjfjG+VtRhBlV+/qPNkJAUsLnZzqyibhFnGN7VEWBAw1hp2kOnoiaPa9PTseoe0AgStRAHkJuXPBGp7YW06Z3UgHFJvFzPA2lFUIrXqahJaNoSlqr4rVFXH2yxv6zlvdHCegE60E5M0mzao9bEoE3haaz58RDdg4QkkY3FTqzqaamu7PgaYXv0LxWoeLracZWl5Eu6zml5jYjGOuMVsDaVtYi4lKSnhcGUValgTEyRzVtDGYTLEZQqavIoVS0sC9GAx7/2/tKEBmfLlJ7pUUXdODJ7yOra4bL1ZKlM1qbpaj4ruf1PxxwzHPYfiS5obRKSIgyda/hNUIegM0qjqXtaQkRVIjBdJGPaogpb4tIFT7gT626KiEhL3kkjI03HC5klKPPEJtJhoqSy1lHWgeZzotxsqGB8xnnSxLZHKyu+UrM+ogQKXqdJVR6+UvUCNPYuqcMbbHXNqAP5tRlX0QGp3P6nTbYJoQ0JSaIQpTu1KkRjwTwpP6ZeklyDs0ERpUOVL3MjI7eGTU608lFB2qUNvbJp2RKRGsJS+n9G3vJ2aDUVjdreSUmYeF6Li0qTvsao/ygjKmXxWaTUs1liMC4rfeNnywXRaHJd1bNhLNLITCLH66fSZyZKxDz9TI+jqbeyhdAaSTkkJEWYxakBLcSVdQ+2hWNVQrFMukZrryoSl032X0Z5LiAsC6NRJ3XVW2Oe1ygxSRwFjuVuwqNAWf6k8aIpGlPHE9dE8SfznWlwVdcYVHEX2QjIWFSWpLYZI1nXGhjKTg3G2WhSBesFqHawsrH6MImzQP3Eoq763WurPgoM0mT2IzreyrZrJprbKoWEZEE6MIhgn8IeQXvxFzLsqrqXBgZopvfBBQ+dzfg01ntpeyxtdMI2xKOt+jE0YrLqyTTPqt1ZdQSj1Aup8lJK0tYibyorS4dLhjFeOykJ0zS5HtEcAVyFqHRyqYFBv1nW++SEMCiTXknxZBXjgWf9C7RmEBSon3h+9MNqUdiuyr7QeMZUmfWRDvWfhH1ISBJmWOgkGxGOTQh/VZrSkb6CwtLBzRCM47e51svmBgrIaatVj5RXOWCQJSJz4jcRkVnTXE3yLvNEKqeyJoSjlneyCTFpcu+KTLPVaEtFPXNVrS+24eHVnu3h/JR5u4nbHqy0Ro31UWiWEFBaXGpjUMSy9WEsNA2EZWc33algamsXvFIkJEWacL03NVJTUzltGxxanafxiKZZeF3KTNXUFpZlDYAKR3+lyVU9Lc/SvVS2CRvtMxmlzr1t2rBLCsOMMFlhi3omYzNO87yPCYFoVUwmM6NL2XZp0GcU8VIO4zDOmRqbA4EGFOo7G54uD1RTF1nxNyYsHamPvPQK7XEAWB/MjKItWh8FRXBufWQ8P8p3dvs1EyGBhGTTdOjBqmr9Q24HqhWHXnZsor3WRMtzkOF5UMVlAdsv8zIvp+D68Dqr2UrFn0JxvIpR8jJCQAttQ84gTI6IzPZMaoyMi2JUFpUoGJPeyQwxWQjd66vsczKNuPKCshS2BltM6k9zGUEtorIKr1LRttTg8grltRlUMVCcnWDGKVNhGQUskZ+M9K2ml3dNzuB2EVHZhX1FOA9+bMfZdkhIEsbUsWNrWfHY+JqdolPJDERlFZ8hMBJGFgw9rZdTTYLSRERm1lPJeqlbCOg+a0pxqCsiRTGYsTtsPHOSNsLEc3HxGGlF0TspE5NRPgy9ksn8WpjCVXqDN0VeaheUZQVkmX5YU+ho9Z0mHpxC97vCetCJq+xgpSregtRaH3lxVyEsDahdSOumoehbAP33NmfVjl8RzUFCUoCjGc9V59H2gFQsHuu8t5ovcO11BaaCw4BaXl4a9aEsT8WC0oqALFo/ZTxLDa/RkV2XJyKj+pOlIzNeWPKQUCcZ4jEmMLOOo6S3smB9FXnP5E7xzhCUmZ64st7ZHKwNupig2XcCmv1nyXzaFEtZbcf4My8NDFaK8SvRalfF0ra15t7Gt2Vteh1t2a5a33+MDbgp6kGjnbUN+vyHHBKShH2MXooVikdtAasXzgTTzljMh4mRGFxX7IVW58vc1PANrpEIygxPr9VPY+iISMW1hevEVAhUJSY10N7JNUtASut4cEoiIkVhmRKUEpFYtE0k81OL17tEPDobA+WKSaSvyaRiAVmknoy9x1Fa1YmmMn1s2cGGWDIl6yaIo3z91F0fuvEUrZ9hnFUYEflBqrBdtOqnyLub6CwkJEUEwwdAZ0ZRKqXwiHxFL5QKDJQiaO2GqOyMc64pOEpqY/SzaP1l1oeJgMoRk6m4DfKUyk8iL1lhrHqYJPWRKQSME0Ys/4zzcm1DIg7FsqVEpEx8JrMoM2Zk4cAyxWR0YY5Xsg602ogqTOYzb0FMimmbeGyUeVIpGlV4vXiz0xSSMRyMC663JyiLvt+qej+VrZsgjooGLMX0pddrJJIVRiOr2vWjGV8pbNgwRdtRzrsVULyrEtd2VlByZv8hJY9kx3H5/tZhAFl/Xip6odgQPrbvtUIcRslpCSlJ2IzwqSyYjpIWNW7yzutOSVUIqCCcZMpMCe+kSd+dJSKl8ejGHSvn4NJkfeSJSdtiSOYJVKGoB9EzqRKRWZvvqPIl3Z2VCd5J8JQnUlc02vY8JuPOxNQwVDxPVsSkbn4UVCYgk+E0n+86BWWZ95uNmTXxCDNOlaibYRyWXphVvXPywhatHzE+2/1FGTvGlv2i8ZyZ2CVVT5GuG9psRw4JybbissgVsLH+znwnzXLpWSGnQ9YVUmHYIt5JI0zq0rT+MurCRFCajYIXFAaJvBqJyKL1kqiPLDFpDRPBqItKHKpEpExUakTNJcfCTXliYjI6LtQpkxyrEOsCQbxOt08pIiYLYCIiiwwK5oYzMXrDODQ8cHl1VYmALPts5gw8iGmXEZSFKSKabPZXZetHMw6jfGTkoci1udeLURUoYxFBSXQTEpKEVWzu+mk29bB4OrnXG2IyNUZfSCnitiE0dOuzhFchbzpMIY9cVSJLhUpEpsSnZnRJRZT0oonxR+eqmeJqNL1VJKPsnLHheZYjIPP6gjCY4F2MeRtjgRR/q/JftyfStvcgL/81iElp2ynZrxiTUR9l+s9SRrDlATrjNZDJeHW92eK1NXneKp1xhOKCUGvJhKnwLmOTWKqPvOt0N/+bVYKSw/7zQB7JbsEZa7yht2kKgNUP5Mbi1b+uzs5Wl9z1kbpCUWoAWhaTOnVqKtwlZK6xKOORq0tMaojIonUi2zHUlsdMnOIpzwTSYnJwjHG9MsnaS6xvyBKROmJSyKNMe8c//zEUSDa8u9a9liX6JV1jvy5v6zC9giKy6HsgvLzA1EPr/WcWJUWk2fT7RHSGwrAW76Rp2zcVnDnkroMM08zwUOY+VxZsC1dsmsz60rVhFGGJbkFC0jGaFrKV0qCArHW6q2IKCKDneaxNTBYw9gp7FLJeOIl6yHph2/Kk6Igkkw0zCk1zlXljVWLS8P4m649J6r8oqjbAGdLCUCIUpeEUcUt3b0VcQEZ/h/nAcIqrGG+94kpy0JJYKDxlu4Ly64jIKuoiGb701H/b9aNbPgv1IKOoMKzMO2lBRNoUS5XUjwUat2syRDRgSVC2GPr8hxwSkkT1aDwnpUWk6Yunymc3GbeO51EIV9s6uQRZYqiQUFKFlwmoMIwFERWL0zKyNmUyzVXrvpuUVxIur+wpL2WGVzJ5PpV3WZbEKa1hOjIRKR5TxpXId1g3ooAUsysbdEkel9SvrM6KtqGqDWOdgSQdg7eqtZLxNBIHdERmiXT0NhyyIDyzKPjOKjUV2lQAhPEWGXy0MGAZUsu7PCO/ReqnCjFpWr7KbBvJe1qWru5zlgrbfs1ESCAhKSIaOTaZjS59zXqsVUDaHr1TkTUSpxJRYThNMVn6ZWZQFyZCKTNKHQ+khpis1CspE1XSi7OPqepF6kWRlXlwTHafs8pv0iZi5Vd4/rIjGApDHS9lpojUSDvWfGTeSDFeiVdSi7zwRYyiCsSTDWO27DOU542sY3ZDOk8lxWRd2KoLWVgT8VN13VQpIos8fxmCuykxaU1E2rZdM+pNZ0BcDNvos2abLpXFEiQk62C2iFPDctoWkUYv4ypHxmTiJHnO1CtnG03hoBKRRnWd9IBBEEuD82U9kLFsFBVTBcj1UALK9qCa0pqHkYhUxZlodzxMn8UFtFH9MAy9kQlxmRSRMgGZlU5KXIdlY8OmnBKVOijCp+JR1a3BgAxgaDS62MdnoVm2KmY3iDRquBboD0rXhyoPVRn0un1VVSKyTP0o6iZMy6R+Km9nFkWkTh9eZDMh5cBNImwHZm8SGZCQbCs2HswqPVp5SZcRkUUFpIXOVpe8XUrLeuVsk+V1TB7LDZtxbVa5co9VRNZUz4hIZMVF1zASWcSqBIU4IZQxWWaDOtASPrLzgqBMlauIlzKVsXR7SYrI3PYkiNlU1my2DVVchsal0Tkd8dU2QQmDASgboklX1DhYjyb1IWs/uca/ruHvoBepUvFh0h7qeu8m0ywRNveanLAm62SLTHdtK7RGUg4JSQGeNHoSNN2xWqeB9lt6GkeR0VxFmlU+v8pOOWkcNiAadcn0GpmKSSAlUmQeuUwDRqNOlNeqRk0T1ybFZN5nMZIeO62XvWQwISketTAQPsrNdoR7wmL3xPxzIKI3Mp0BSNuM1tRWRT3JNG/8mGIKcOJQ1sZEtgbbSnlWbPQFqTJa7lw0BpryBgzy+mNT49aF97UN4awzOOFCWUth8ixUSJ1eSSv2R0W2TWa7Ugxw6Q5StBoO++XpQP2QkDTAlvBofadfkNpFpKmxYvsllfR0QSEUVWIS6mOqtIzzJxERyuBJo19HQCFRZjFdix45daY1jifuj1JMJr2SyfhUhrKqXWZ4X03KrBI+qutTojKZdxNPZDj4Jns2WbqexLBZ7SkLjkQ9hQcV+csT1srjOvVf1GtbsUFc6h2jeDbKUFZEimFm0/tT1+ZQ9hdVGPIl46vaAaPdd7oqcnSfj4pEpCyuUutrFcKT6A4kJBugzIPe1peoaZmNRKSp4FRdVyRfYVRZI3dASlSmvE8ZwioVp7bASAc0/rxMjtGfK+YToiu586YYpvzmIem0tUgI3cx1gzI3WGamcs7lDCwU8VBqrZVMDiBkiWRVcgZiU1kPmoMSyXYTVb1QT6ljeWSJRqn4NPDSZpWnCkM6q8y63sisdlORWC7yLqzM89HSd2uITS9s2+2MugYd2lpPppgMVGROdW09WS+zMnG2GxKSLUP3xetSB5eb5zIiM8NIKzKdrKjIz12/khiVi4nF8LilEdKsaWspY1ghhjLrLulpUgh3loxbEClMOCYTTtpGkY7HEdlx8cS9UYus/E1o8oRY6iWbuOem5Y7CykSkjrhg6XLWgaz9SAVXcgAGSIlJ0UMZhjXy5irqMjjGE+H5II0aX/4GHtX8c5KTVXpeUxmwEEcRDPoDm5TdzKsWTOrCNGyBPrIMRWZ0dImql+uYeL0zvZNEpyAhKZI12NCyTkmnQ6mjoy064hxDJQ41xIzqvDJcFjphEwZtdGlyZD8plkRDXjynI6wyDF8ZpsZwss6T3klVHSaPi+JR5nWVemI1xbXp9E7VtTyRts4mNLqGkRhGeu+LkiMiVXVQ1BMpxqt9jYkQUT3XYbsJ45NdU7Ae04I8O6LYgEyVAlxHRGbd67y+oWXvNSVlhaKh+Fb2nXltwbDvaEKIaq8zdxirto0irlYLVVmb0iiPFTHZZoSBR6txthyvycSvuOIK7L///li0aBEWLVqEgw8+GN/+9rej85xznH/++Vi5ciXmzp2LQw89FA8++GAsjsnJSXzwgx/EDjvsgPnz5+PYY4/FE088YT+zrOSPg3Cm/rEVfy6WR7lT+Wfy88pylr2Hiuuk+YJdI0FpKIo/svAyIZKKHFIDPyYqc+ouqgPVtRkYCZYwWplRnfUzuCbLy5eq4xIvAaPp25L0maysqrIAAOfBDxLnxXJy8Tcf/q8sRLbhKcafhWxwIvWsDn6kf+vC0+UUzwGKe1xCmJSeci1gTUSWLJM0zkJxmEdhPU2lUODKMmadK1VGxT03HRCzTtG4S7R1q/nQjKtO0VNFWtpx2nxvRYmrwzvvlSdK0aiQ3GWXXfDJT34SP/nJT/CTn/wEf/RHf4TjjjsuEotr1qzBJZdcgi984Qu4++67sWLFChxxxBHYvHlzFMfq1atx44034oYbbsCdd96JLVu24M1vfjP6/X5TxZLTMuFZRmBa7TgSIlB2XHk+S2Amw2mJGWb0I8tLLB8yQSU7Lst2QuykM6s4lzhuagymhGBk0OfUhew6pO9Z0mung3xKophppOoiNM5U4aT168rIoSpPUjHMUwJSfiw/zXxByaM6VK3TZFnnc9q9KCiTAjK5NkrqoVQKBgh1x4dhZUIz59nR2sQnGb/qRycOrXMSEanIo/S50LhW2dfI8ldSTOYJQaNpv9J6zhCJkrDGFBa28rKZ3K9CdVe23yso2Cr1jJYUXE6K9iLp5NkRpmS8szshJnX67SI/LadRIXnMMcfgjW98I/baay/stdde+Lu/+zssWLAAP/zhD8E5x2WXXYZzzz0XJ5xwAvbdd19ce+212LZtG66//noAwMaNG3HVVVfhM5/5DA4//HC8/OUvx1e/+lXcf//9uO2225osWnkcFZpZXszaRp7yPHt5AjKnHnOFoSapa1XeOMn/pqQM4Ng5hWiC4v880YCkGGS57TUpKKWCNJbp7PSlZQgvFV+OCXElM7pSx3kinjowvO9Sb6T4tyAUk2VPCs3U9TmGaSS8FEZ4TEyK4TWQDgbJRKPwvEj7nCwDWZG3pIdenUkx3vQ1svYXHi8imrIGPGLpSc9x5Tll/Hn5VcWvyk/O8bx8ZOYn6z5npS+5Nghj/tAX+cSM1vmM/k2nvpwQkSYo2qAybNG85b03TMOVQDcuk3tjnD/b97jrYpJI0aiQFOn3+7jhhhuwdetWHHzwwXjkkUewbt06HHnkkVGY8fFxvO51r8Ndd90FALjnnnswPT0dC7Ny5Ursu+++UZjO4pjAbAQNERk7LqkjI8GYJ+4z7klKUIr5yylH7O8s40ditKpEUxSex683fQlF4jDMp4agDMOqpiUWetkkxZ/SgOXqH8X1qThqIjfNxL2MiUjI73VSXIfhpWIvbBsZ7UIpyBLHRfGpJTBlg1QeYs9KUlAq+z9ZHaXKwVN1oxTfYpzhtaljibCKZzPvJ1UOSTyqPKVEZKy8ZkZstkATys8l1+QdV+QtVzDlPaOq+yG9Vt8LKUN6vU7+su6nJIwWijo1ypskzDAsz/xR5ikVjzyoUThFGzINZ0VEJvtYSZ+rHafuPS+Szzroqi2q40kp8tNyGt9s5/7778fBBx+MiYkJLFiwADfeeCNe8pKXREJw+fLlsfDLly/Ho48+CgBYt24dxsbGsGTJklSYdevWKdOcnJzE5ORk9P+mTZsAFL+njT+0Ihqj807BodXpmKy3zJoCW2T7/lJhxPLxYfpscFM4Bu2HYXifxL/z4pb8nTXyH8YfhuGDtBiGn7cIk0/+jvImQ1b36dODLCU+FM8SzSCn7FrrBJGsB/k10Wk2CMMYGE+UI6uNptpXdt6VqMocGpdcEDtZ1+YI4tg1g3aQLGt0v5NlkbQNIH4Mg/gYOPjgxrLUYALAPCENPjweRihOmxbTF9OJ2o3ieZEKqVh9IlWvymeHxc/zRAVEG1hFAeNxcUUec8Wv7JJMwWQoZgzIei5Umw/FronV1+BQ8hyGYaQUEAI6ItIkreGFsnxk74qdqkNFGEBS1wUp48WNh9PLhHIzN0k/qtvXSuskSYE60hVxJp7f3HCK8um0C+Xsi6J1RhAWaFxI/sEf/AHuu+8+PPfcc/jGN76BU045BXfccUd0niU6I8556liSvDAXX3wxLrjggnIZF9PT1SZNCTpZB9VWWPy3rldPKSBNOtmcsFxiDKiEPWcDMRUaw6JhnDBAs9qNSlRlGVIS+3jwLhoawyoxyXjyOI8Zz6oyi2UcpsFT5ZUXEuk2qzL4k4IgKayS1yQNXh4qH/uIhkBZgz4SQrFjPHY+L524EBzckaThguE9zhpgiItIDG84Q0xQcm9wHY9fM0wUkecx5bEelJmH5fMHp5mQrqSuWLIuskSkqr4SD422oBTrJydaGcr7lyeGdASkbhvMEjmysoffW01fLqmvRJZUwlKWLY0yZQ2qld7FVtHH64hJQCEUZe+QZFhNynpxh2GKdVbS767qikmkw4Vho2Alumnd58o0rBYZws+2mAyvARoQlAbPcltIbi1gK8620/jU1rGxMbzoRS/CgQceiIsvvhgvfelL8dnPfhYrVqwAgJRncf369ZGXcsWKFZiamsKGDRuUYWScc8452LhxY/Tz+OOPWy6VHGe820z4cYGyD5JMVEbHFBvf6JZfETbv/knPJdJOTfNUlCt1OE9U8aEBLTOkYufE8H74NwfzOZiP6CcyvpP/GxijyXoIp8XaaPtyz2RCRArljcgRXbYHfzKnCRZJK7oPGSKSS34gqTNhiqvKa6c6j7BN+Okfrx+0p/B89DtWMYOseoOfXvjDhZ/BsXCKa+L5yvVW8HidiGVK1pvqJ1mfsmcpKF9iyt+g/Mkf5mukJ7uH0X2TTGFN3FdlPLpIwivjFfKUNeU1WV86da+sG91yx/KfOGBaJznX6mxwpBR6irCmP/l5lIRJlKHMdN8wjhQl60K8Jq/cWnWTkVaRfGlhml4iTNn6Kkqh612yNcsi67ds/LScxoVkEs45Jicnsfvuu2PFihW49dZbo3NTU1O44447cMghhwAADjjgAIyOjsbCrF27Fg888EAURsb4+Hj0yZHwxwUaEZgOPuS6HZVYN2nPpGSTG5VYy/qRpJm5IYjiJ3Y/hbymRmyTYVTw+EtaR0CIYjFlyEoEQCAmeep4TBCE+RDSEDvGpJBWtmex3LJRWdklyU449jePhxHqRikOqiAvXplxJzUweKx+ZeFSbSD2f2IdkyoeQzEZtQvhbwx+mA+wPlKCMtYGgeHzIYhIv8fBRzj8EUQ/fIQHxyWCUuoNT7T98BiTlCUlKBU/qfYjlCVWF2J9ROd5WmBGgzY8M13ZPVTtMJspRBNoCxFJOtK0FHnWyqei3FIU4fLKnSe8RYzqJowrdj1Pn5c8s7l1nVUPWSiu12kbmdN9834S6KwfDfOVm6YGRoIp57nQCTu8xmDNqBinJO3C4TTyGV6r1aZhWJ+ZiSL9bic6QaNTWz/60Y/i6KOPxqpVq7B582bccMMNuP3223HzzTeDMYbVq1fjoosuwp577ok999wTF110EebNm4eTTjoJALB48WKceuqpOPPMM7Fs2TIsXboUZ511Fvbbbz8cfvjhTRbNKjLju/RDnYowTMxSdKr3kKoj4dDvZJJCLvF3clMbaVhDUvmWeCCziE5zpKbhGU3zTGVMISCScammwCamocUM8ugnEBfcY0gZ7OFvbzjFlYVZSAh9NrjH4q1OrZcUw0NRlgTiuaD8XPg7EUZSVsYV98+kTQrpR9P3xGcqTxxLjD2VYEyH4xltgKfjZ8Fx6ZrYhBCLnQMgTnON2nKifLF4xN/RsCUHGIuaZDiAEAnEkYFYTBge3AeYB8DnQH9w4SBtlgibqgvRGErUbbJtZD6DkrYShU/0oalpzIrzw3jEhixPW0Vp41MjTuWavWQ5w7Cx4nDhXLrPkeVLua40J5+p/EEh6nTiyUkzfyqi/vTOWBDNwTQTCtVTkbST7V2IOzXlNxFOWa9ZedHtoy21pXj4/EjFMNIlNrr1YFpfsvd6Zj7zw8x6qvDudGARa6NC8qmnnsI73/lOrF27FosXL8b++++Pm2++GUcccQQA4Oyzz8b27dtx+umnY8OGDTjooINwyy23YOHChVEcl156KUZGRnDiiSdi+/btOOyww3DNNdeg1+s1VaxaUBozZdF8eWdGoWHw5BnuUoNcQdwzmRCRsn5bU5hnec+kYTLyyYUwjGMoGkPxW0ZMhlGnxIRCPMYyxeUigA3WxIlen4EAiAIOzkfTFCViUquL1G1zfPBSVpQlLSjTfyevidKPHU+vFyyNqnyKPMuQewpVn++QCMhEmuo1sZFUTIjIsN0GbYYPNiYaJp7+M6pDL54XLs6FYRh6Ikc5+Ajgj3DAA7g37DAiD+cMCzRpWAc+pGskmXD/4wIy7XUVw+ctWkkNxESFEv5MiiOWcd5QNGZSRCAlzyvavVLsZIjKrLWUw+RlHXKBflBadrsCUnVt1oYxSjEJaNd1Kg2DvKUjkoW1ICBl1+eJSWU44XReuauyV0oKyLzrCq0fFfMlEZRBvJKENZ9xgigC47wLSz3LsWnTJixevBgvfeffoTc2p1gkDtWiFVFZRsyYJCPr0FjinPh/6L0QzkUeDcn3GpVpFCFPQOq+8FJiIPybx8/58rDB9DkujwcSgZEUGsn8SMrIhXoOPZHcG/4fbYjiIfW36nuRYrrScvvJ47I6kJQ7FqeGdy68RLZGNcozi9VBqp3JrknWn6ReMw3ZRJ4zyywpr0xEptYiiuWPfU6DpcsKST1klVGF0Ga4F05VZeAjQH8M8EcBfxzoz+HwRzn8MQ4+ygFv8MPZYLosA5thYNMM3jSDNwN40wxsGsHfM4HQDH7z4bRaYXptMJVUXo+xe1GSeP/A5McHdaO8rgRFjOP8SNWn8solDaMMV64SSq3LU4RNXyy5TKsOcspWpYFvQUDmPR86g6/DsCoVnZ2GVnqyaHXbviJc2fWiyuRk9aD7/CjC5l5jGI8t+lMT+Nl152Ljxo3OLCnTIdQIqz77cXhzC2oEBf72CTz+oY+1rk5EGt+1tTNkPYQ1i8zUlKoiJEbQtS4pkF7WiK5yymF0cbaITE2vU2HDuNIwrmWD1uIgZOiVjI04JvKWV8dFpjoyHykPERiLdtiEz8G9wCMUeJY44A/EJB9eH4kWFoRXFEEfgxd/lncu+DtRbobh6DjH0BNrgNg+k2011Xbz7qPkXqUoKiIVAwbifU/tzDpomNHRsKGKNzRR3lR5hGeC+Rx+b1DXDGCh99oLhGR/Dg+E5BwfGO+jN+bD6/WDmdcc8H0P/rQHPtUDPA/+4IaxPgcLBzpYemAhvpmNWkTmDroYkPZGipGKx1mUXqzPtmnQ2Xz3JOOS3H+ZB1IZRhGnNYPdtniUhc975hP3UuqRK5OPgpQW28p4B1FJBg+DAOk8KL21ifBZ6ZUmUzxnnDRNX6YZZfWg+/wowiavkV6XJK8sNQhNohp+/vOfa4fdf//9jeMnIVkHsgewhhdGaUFpoALKduhSQ0T2d2YkGIrL8P8wiqxONsNbJEO6/kt2PHmdJLmYmBTqIJY3iZEb5V9DXARheUpcxDbr8TH0SnmBsAjFYpg3HuaBD84P1qhFxwfxIFzHNhD4LHFfrL38VSiEVTJMTEwawPhABKnaKsK4s/MYjzN+XOqN1CW8z+K9TwUZCP1QTHJBTEYiMrz3fNgmhbpK1ZrCqxd6sT0+WPvoDb7VOfBO9udwzMzl4PNn0Js3gzlzpjF3bBrjIzMY8XzM+B4mZ0awfWoUkxOjmOmNAOiB+4DvM7AZxKe2im0/rEdhk5+h51sy4AJI7o2pNS1af8P4UutJB/UapS1+hxEahp8hNp47nTVb+WIqI96sPJYwhKVl16gPpfEuxlFATMaiqOhzQ1lpxjMgC182PSH63DbDhbAZolKakGaGjAWxRfGoulbRLnQFZRBWL+7kddLr89Atd5cFp/C+sBpnxbzsZS8DY0zr84n9ft84fhKSTVGjuKzNgNdBlgfVqBuHlqdINZVSuX4xYRxIRZsq70wwFmQCN0O8Zmnk0I6MNp/JyEtqnWCGiIwJSOF/qfHABuliOHV1WFYeGbqx8oeXiN4tHzFBGokWmeBSkNtWY2WUlD0RNspXeChcs2f60sswHGNGpGn5JGKm0JRWlYhMiqPBAQ4W1Us0gBAeH1wXE0AZngzVNOLg+eTwewDnQdvqs4GIHAf6AxE5umAKixdMYNm8rdhp7mYsHduGUdbH9v4Ynp2ah2cm5uPp0XnYzOZi2gf8fg9smsX2HhcFZHKnYVFERp8jSdZ3okxRvBlThGNV4QnxxEQkE+owPKYWllFZFC99VZ9YdR+fNYNESY6BK8arjMJgUDMzvow4svIgGxyJxZknJoGMsjfwYla+W8zCpyNQx6lTJ7kb0xTNlwaVice8OAsKyiDs4HSyqpL5NXjuSg9gFXmvEpXyyCOPRH//9Kc/xVlnnYW//uu/xsEHHwwA+MEPfoDPfOYzWLNmTaH4SUi6RF5nUJLUlCtL6Bj92ueTRrmgqSJbQiYQBRGp8hhGaSX+l9VL1gtVNAC5EGfM1pF0pMnrYmJSLKCu0RQzhCXCQvTCCAIyFCLxAgv7KgpiINphUXpfgn+i0zEBOfwfA4Eai0sUHDyjvsUsmnjnxDIjLQRS03k1yPQ2hG1AM2+yuMXzWsaleK9VIlIQSsPEhDCi0E8KSi4XQOk88OHfUk9o0I5YbzCNdZSB9xj8scG6yLk+RubN4HkLt2O3xc9i/0W/w95znsSOI5swhj42+XPw+PQyPLRtJX41shOe4Awb+4Oprj0EG/KE+RTaffwzNsLfyedE1U5SfUL2PeGMgYWDueFgVji4IgwOcWFAZngM8WPDmksnlNzkSAcbYkX0RiefBTFYxjmjd5rCC2OMgUDUJU8s5k7jrcPQ1iybtem+yWt0RE9m+CrUmyE5WTBtP5kb4ZgIykT43CmsmsIyGVdmnFl0VUxyVqAyNOKsmF133TX6+0/+5E/wuc99Dm984xujY/vvvz9WrVqFv/3bv8Xxxx9vHD8JSZdRdbglMBaThiPB6QQLhmcZBkkoxlQiMvxB+nomxhEeE4xt0asSDzPs1KM4WGBbiWkzIU9Z+UghEZHSexUZ6Yk8J/Ifn8onCLBQcPpCxN5gv1jRUPQBntj4WOqJ5emsM1+oi9gPR2574unzTHIsE5U4yHhhZ41+szCq2Is7vr5SjD4LnSl2MWGWEj1Aci2oPB2eqsvY/UuGZZALStG7JsmzVLgq2hof8aKNm/zR0Bvpg82dwYL5E3jh857BHy39JQDgqt+9Bs8b244/WPAUvvXEPnjtit/gJfOexLg3E0xznRzDxPYR8J4w2DEoI+MZItIX65JniN90PUmPJdpE9LyHddkfhkmJSjFc4pnKWjMpFZd1IMxKqCc9+1GWGvTUFUYSAz/XY1QjpQd+dTEVPQZipzI0yl5mUCNT8CnrSyIoxfCKdqlMJ5mWJM3UKZ04ZWl0TUya2iK6cdbI/fffj9133z11fPfdd8dDDz1UKE4Skm3BxFrNoSrPZDoh+WGdkUbZZySSxjyA9LRWLy4wk/mRbcgRE5CigSmekxQqKV7FNYZxASXkpaAwT3qsYscGBrtKRAZ/D8L0hyIlMmZ9DvRYTLinNt+R5CeIIrFJixi3KK5Z/FiqbKl61hOQedNaRZEQMchf5JUcZD7ZxuQCcngs6bE1NdAyP/oNdb2EYVSCKCkixetTBkEyP4NKkHnX0vlLC8cwDdYPznl9H+gH98cf4+iPM/g9wB8D/HEOPsYxNmcGyxduxmuX/AqPTS7DTb/dF/vttBYz3MODm3fGPsvW4d5nV+G7T+yFD+x1O56avwjrtyzARG88fm98ABJPpNdPPBOy+hIrI6O+ZPdBuv4agvEX1pcg0KNjYn8iFEZpX+e0s8y14AUxHTCvZCfNKuPXzUOGMNJZOxqdLmBcV/6+zoi/Wq9bxnU1G9gqqqp7rbKbCMoooDodaVqa8ajiNGnPNTjfiBz23ntvXHjhhbjqqqswZ06wA+3k5CQuvPBC7L333oXiJCHZNiwJSlti0mRajPZW40zoNCUiJbn2MZptEIpIlVgJf0eCa/C/8FkAcUMOqdAU0gWE9DyAMz749l34PxvmSfjUQtF7qBKTSREsFZF9UWwN6zbrZaG7CUS4+Yx4fyJPikpQArF6SImdrLqR3Q/NfAJAcrpuOhyQ9NCG6cbuXVJM5qQbiyczn5JwglgzEazSaczRyeEUyZQNIXjNkvmQ5sePty/mc7AZDjbdB5sOXcKjAAaf+xgJvhmJ8T7mz53Eixc/hccml+G2J/bCgSsex2827YCnNi7EzHQPC+ZPYI+lT2Ph2CQu/cVh+JM9foqHxpaDeYJwDZ9jf/DZj8EnP0QRGXnm+wnxKPYNUTnTdSadISHWYXLUi8nbnExQSsNGxxPxx9JP59E2sXJb8kra8uoUwkYdJfqPzGmbNdwjY3T7oAIU8brlXlcz2uUvUk8Zgz0mgjIIL4kso47FtIZxKPKZE08yvqzZY52hgN2hFWeN/MM//AOOOeYYrFq1Ci996UsBAD/72c/AGMO///u/F4qThKSAzvRnJ14CgDVBWQk6IlIaJn0q6fGSPsihiBSEpJhOONUtEo+R5yK5lgoxT0ZMkCWN+7CtDL6zF4nH8Ht5g7Vb4nEk8pf0jiYLLxNLjCfyInqBRA9RUkQK355M1m1SFIv1xxV/h2nyQV1EO5mG+RaNapWgTN7HjE5ae32kUA+qKYvFdmodlj85xTf5YldNjzQ1TtKe84SIlJQ1PS2Wx+OKXS7UyXCupSAa4uGTHvCkeIx+94M2503NwNs+DUxNA54HPhosnvVHWCAmRzl6430snjuBPeb8Ht9c+1K8bMcn8eCzK/DUY0sx9kwPvT6wee5c3Pf8Odh/l99hwZxJPDM9H0vmbMdTeN5ANAbeU2/wE/wdfkdS+C2IyVgdx9qGUGA/XWnMG7ab5CZUWgiGlZGgHF42TBtI3aNUQFUe8ihh/EkFd+K8lKLvsqy8GsSZ93zqGfmSsJoGeXbiBa8zwNi20RAJNkSlU9gahAhRlFunrQXhDUSl5HoxzWE86TA6bTjvuSfc4FWvehUeeeQRfPWrX8Uvf/lLcM7xtre9DSeddBLmz59fKE4SkoY0tVueEplBrkldU1wzd0OUiAkmvqD4IBAD4LGhERh2WjERF78u+hh59GFynvpAudcXxKT4d8IAFY344dRZNhSPPYD3GLgXfC8vFJPDvxOiMhRUiXpJ7cgankuIrMgLkzgfE4wSEam9K15SkCc32hiEYUJ2ZbtVRju9MsSm/MoEfxi36HHU9jxmiEyrmzZE4lEQk8BQHCTFuniPoM5jVnrKZ0TzmujvhDCKiSJRVCrrEWrxGD4jPgeb8eFN9cG2TYJtmwCfnAKbMw62aG7wrIwE01z5GMf4+DR2nLsF87xJbJ4cx1MjC/HU40uw4H9HsOAJH71Jju3LPGyZmotfji3Hi3Z8Gj9/9vnYfdEz+AXfGWyGwZvG4IeDzQDeTPDsejM89SwrBbafXf7omfd50A+pzid/I+c5A+IbP6kEZeqcJO3oQGZyemiIhCxURqVqmnaRuHSvz4q3aPjCU1kdE0ilp/6qzuXcexNR2ThV3jOlQByc1hSUwTXxjNoQlibTlMNrOy0mde0R0zhrZt68efj//r//z1p8JCQtoZpKWQsNeSd1jAIt70yG4R2bJjmwbpJespiI5IFQ9KYDQzL4jbSXQhCM3gwXpsXxgbjkgWclMj55zIgMpq2ygWEc/PZHgt0oeS/8G8EnD2KCEjFPpWz9WXyqqqR+hc4sFJTJqXqMJ86JBj8Q+2RCEBEbCDw2nJYLDEWfDEFUpY6H0YIPRSNnKUEpjdMQI09fEaNOdp1QblFQqqYfG6UnkPICZuQx/VkY4RqJdy0mniTiSAwX8476PGpLwfMxbF9sxgebmIG3bQJ86zb4W7YC/T5Yz0P4eQt/JPjBqI9549PYYXwr9pvzOF70vKfxvxuXobe5hzlPcyz6323obdiGkRctweSSUWzdNAfbl4ziT3a5B7/YuhKY8dCbArzwZxroTXN4AzEpPu9IfjvSTwjJQdnSNwBROOlzwFhcRKoEZJ7nJrmLsNDmpIIyzwtWNxLhWVSkyK4z9hZKsPlONvE82pqyWatNUTatHGGYOx1SRZl3hk7dV/n+Qc67FDAXlJJrhtcaCsui90mS506LyQ5w3XXX4Ytf/CL+93//Fz/4wQ+w66674tJLL8ULX/hCHHfcccbxkZCsiNiuew5T28Y7AjLDWnksNcIffFCV+8LxgSHvzQQG5ch2jpEJjt4kR29q4JULfzji4nAgFkMRCd+P/+Yc6Ce+HdHzAgNyxAP3PGDEgz/iwesNjoVCcmQoLv0eH/zGwHMZF8A8aXgkxGQoCOOGL4+LyoQ3EsI0vpiIjN0MDD0sTPiB5stAx+iL4uWDuFl0TDkAIwhqqZc2Sl9+InMjlYG3hzMm3Z02mZ/UlFYhnlR5k+03JSZlFZZT0YnBmJRHMO8bh36OCAWCDZeS2Yrdi8QzMxBjrO8PBdqMDzY5DbZlO/jmzeATk0CvBzZ3LtALKpl7gzWS4xzeWB/jIzNYOroVPvcwwz30PD9oFz3AH+3BGx+BPxK0F+ZxeIMK3d4fBdvuwZtkGJlA9Kz3pkKPZGKAKMyvQtQrja6kQIoGkjAUkUIfJQ7AlCYlGDlk3snheTH/6mhVbUFqrObEk7VjaS4FBGNWXqyRfEZzdnQGMgz9HHFdxeZIhakq3QyxYiyyy+SxgoGEMtcV2ZSo6LTTII5hQFNRmZv+bBGOOuvfisRZI1dccQU+9rGPYfXq1bjwwgvR7we76i1ZsgSXXXYZCUkXqVVQCp6RRsgyzlIGdcb/wnWeLxrvLBCM4MH00IFB7U0D3hTH+CaO8Y19jGztozcxE2z0MeMPRJUkb2E6/UEYHhjG8P2hgOz344ZFrwd4XiAmR3pgvV7we7QXiMgRD7znwRth8KPfbCAyebA+LOmlDHSpVEwmRWV4TvyJ6i8lPEPxyaOph0EEw4TCfjG1W6soJpPfsWJpIzLTExeGi7zGPDDIE8JVeq2AdNprXcjKnWUIS9qzMr88/iH6qL6Ta/dMypvwvA2PS8LKBpOi/AsCMvRAhgIy8toPdmadnALbvBX+1m1gc+aA7bgMfN44fM8D83344yMDzz3gz/ExNhCSo6yP/5lajl8+vRNeuORZPPm8GWzfcQysPwcjE+OYWOJhcgnHgudtw+Lx7bjq14dgybztGN3kYWQ70AsHjqY4eoPpraw/HByKC/p0n5SsizAcTzwnShEZCsjkM1QHCiOuyLOR5UmIt3setVGpmIQ8TzFMRGTGZlFWyJv6riEsTaa9qq4zQue6CoSZbn5NPW+yuF3zatl+3xQRZ7mzD5J51PBWZopKXW9jIr+qQVeieT7/+c/jS1/6Eo4//nh88pOfjI4feOCBOOusswrFSUKyJmoTlE2LSRkqO0AwulNT+IRjUX/kB1NCfTB4HsAH01XHNnHM/90ERp/aBLZ5K/jMTBRXEAEDmAd4DCzyGCR6tnD6GOdD8djvg4dicnAN6/WA0RGw0VGwkRFgdATc9wNjeqYHNvBI8p4X/O0xeKGXctSD1xuIyREGT5j6yr2Ed0Osl0gQQhCMosjgmd7IWF2E/zImeE8CIzhcu8mTnhbIXx4y8SGbiskG1zPOhOm8fGCECwZ4UtCEAsYxki9zpYgWBaRCIEdxiP8nyixeo9N/JMPkTq1Nheex40kvpDcTDLawmYGA7PfBJqfBN28Fn5wE23knTOy2BJOLe5iZ66E/CoxtDdro9DwGPgqwuTOYMz6NEeZjmz+GFSMbsXTediwYncSuq57Go2wHTC4ZBesz9Of1MWflVuy/01o8+PsVOHjlb/Gdh/fG3M0Mo1s4RgdC0pvig3WRPBKSUgGpqgbZbr7hIEv0fOYISJaIL4H2ztUKimwUVQkJMQkoBJQm0nZtQeAZXV/kugxRaXXDnSJZtdR1Fh2UAIoJyjLp6mAiUOsYrMwUZ0AxQZmMQxFPENfA9lEJShPvZMeJDd5bjLNOHnnkEbz85S9PHR8fH8fWrVsLxUlCsmaamEraBDKDSWrQqkSkuEGM4E3kveH/3gww55kZzHt4Pfz1T8OfnsFwzusgvM+D9V+ikPS8oSgMzwHB3z4P4vA5eL8/FJPcD8KNAcxj4F4PrMcHU2ADURZq+HDjHt73g90qZ/zASznjw+95YKMs8FSOMLBwXaXH4fcwNE4T9Sh+jiTqzJI/KsQqGXySJDKEe+Gus8LayMhIRr5xlhQ5POkBCk8O/uFITKXlUZnTAiguaEzgHobfQcwJpx8pUqOusXPiMcmAiNQLkzilrO2yfYaBoIqFFTfRCad/z/iBeJzxgZk+2NQ0+JatwaY6L1iJjS95HnhvIDL6PGjjDNG6XH+UY2R8BgvnTAIAnp5cgMfnLMOxK3+Oqx4+GK96/mNY8MJJPLnDIkz3e1gybzv2XPx7PLZ1CRjjeGzrEni/m4PRLcDoVo6R7Ry9CR+9KT+awq5aUyr1/CLImyjSYkZVjogUBWTe1FYuOcEMbm6TIjLtfeSxOmzcwMwTllUMSklmeUTJq+qjRe//sraKDUFpm1rsL8OBg6zZAFkePaOpwTl5yv1OZZ53MiOfnSHP1ioaZ43svvvuuO+++7DrrrvGjn/729/GS17ykkJxagvJJ554ArvsskuhRIg4lXsnDb2Sja6TjDKRFpGsH/7Ph2JyGvA8Dm+GYWzjDMZ+8QT6zzwbiL5UIoHlyvv9IMEZH5x5YL0e2OgIOB98WMRjQ0OgN7B4+UCA9npDD2UoPnu9YPMQFlzHPdGY4uA+A+CDhRU7w8B6Pvg0Axvx4PW9uKAcDaa/Mj8UczzdIYcCUpiiGk5dTYXhw3My4RB6IyOhKG5+MzCMRRGZZwgpxVNSZEZezsE/YVUjw5hOCrRYOQCG6CMm6TbPAsNdVQeFPQNJ9RcmNxDSw7/F3/LyRZ9MSUaZ5d2p6lmN3a+4iATHcO1w6I2cnglE5LYJ8O0TYDvvhI37LEF/NBiYmJ4/mHbeB2bmBptPjW3mmLPew7bdPcwfncKU38Pa7YtwT283/J9Fv8Kfv/i/8fc/OxT7PH8t9lr2+yg/9/1+Jab7PRy96y/w//vpgVjwDMPo1oE3clsfvcnBTrHh1NukAesNB3siT3g4pZixoKypDagwnPYtiMjIc++J4dICUurFl9R50nBTtlcZVRtuisGT2DRXQCooY+EyKOSN1KHO2Qw5grJt3ptap3ECjQhK66jqTLNsRcWkeH0UXFdUmgpKAzHZxnY/G/jrv/5rvP/978fExAQ45/jxj3+Mr3/967j44ovxj//4j4Xi1BaS++67Lz7/+c/jne98Z6GEiFlKlhEcGdpxARKKyGi3RV+Yshau+epzjD2yHv1nn0uLSOYBXPAihh5HQUSykZFAJPa8QBgmOk0ejraHgjKk1wPEaz1vuGbS84LON9rKf+AZAYA+wDwPvO+Dz3hgoz0w34PfZ4DvgfUQrKGM1k0KhqkoppJTXDEU3pmE5Ut6IwdeSHF6bcxwjq6X38MsEZnaJIdh4PUNIuFesNlNzAMqpmUooHioDWXhwnpUvdiichuO7CJeB9H/inqIfTsQQwEdfs8zevlKymCyPkkrrCJMTESGZRisI2Z9PvRETs8Ak1PA5CTYgvmY2G0ppucG97Q/B5jzHMfoVj8QSz1gep6HqfkM85/yse2JuZjasYctk+N4bttcbJkax5aZMbxy0aP45IH/gmvXHoIdxrZi7/lP4p+eOABv2fXn2DgzF//6q/0w9rtRjG4erIuc8DEy0Ye3fQZsOvCUDgsSzEDgPQb4g78HbTC81+FARHzdMBu2g8Egk+iJlIrIHAEpO8eS7TEytjWtr7qMNC0DUuwU5KJyVqAQlLa9tTr1WjStKu9ZrrhIvi/agm5/W7GYFOOJLtOpb4Wg1BGTRLt497vfjZmZGZx99tnYtm0bTjrpJDz/+c/HZz/7Wbz97W8vFKe2kLzooovw/ve/H9/85jdx5ZVXYtmyZYUSJIbMlmmugEE5efwnFJHejA82PfA6zPhgW7bD3yARkQBi01u5D9brDbySXuBJHHgVIxEZisEQ3w90R+iNZMI5JkyP9YKNddDzgrAe4vGEG/qEQq/fH3on+z5YvzfwUHL0xzxwn4H1gg+2c4+nRE1yTWnmbqZhUMbAvGEgHn6ypMeEvxF5KINpeiwt6iToiMjYtGRvMDgQvZwGYhLx91PMllCVTyG2ojILJ4NpszxKIPlZBqnhrvLGJoNpisioHjIEpSgmddKOyuchmvos5j/y1EovUpWHR1OhhwMXPPp72KZ9oB+0Y/R6wLLnYdvyUfSmOaYWMIxv4pjz7AxGtkzDm/bhj/XgLRoFWA9T8xkW/wpYv8cCTE2OYmZiBJtG5+K57XPw7OR8HLDkMbx35few2+iz6IFjjxeux80b98N/PrYXpp+cj7lbGLypYHMdb8qHN9mHNzENNjkT5GtQ/migx2eDZ3UgJjEYawq94rEKEP72Es9Bsq2YGFSSxp0pKhvCZL2WeuqmXEy1GdXa5qLx1CHyGp9qXBabtpErdVD2OS9wvVY7UMSrsyabPI/t48///M/x53/+53j66afh+z522mmnUvFpC8nTTz8dRx99NE499VTss88+uPLKK3HssceWSpyokAxD21XS010HgsnnYDMc3lQf3vZpsK3bwZ99DnxqSggrc+EkRoW9wKBkA/EXE5GJnTKjTXfEzXY8hmAxFRtOhw2vH4jImEfSZ8EmPBga4MFOlwzo9wLvzmgv2FiTBwLSH/XgDTw43GPy3VwHdSPWU+oYhgIq/k3IoYiEN0xn+CmS+EY7uYMdyXoXxVO4RxEX3mQMQG/w5hE9k0L2jd9JgmiK3oc8LrCkdSFqfok30qqIlLRtALHvBzLOY+JG+YJOVpbgyWJIDC54LFgnLKSZiiMqj6hyJDc9nFYtbvTU84DxeZheMg+TSzyMbAu+3Tq6xcfopin0ntkCNjEFb94ccLYA/jjDzJwefAZs+/18sEkPo9sZ/JERbN46iv+ZGMXW6TE8ueh5WDnnOQDAY9uX4hfPLseW5+ZidIIFn/npDweZ2HQfbHIGbHIKmBk0usHzzUcCzz/vAYwHn+dh/qDoPQZxnZ/026lJz7xIcvQj676F52XHkQ5vOsCYtduqVeoSlIPZIC4gq8N8zxrPLLepyCtzH8nQR4mXi2VspF9QjGpNL9aJ15FBryZgsN+nNlGVMzMzuP322/Gb3/wGJ510EgDgySefxKJFi7BgwQLj+Iw229l9993x3e9+F1/4whfw1re+FXvvvTdGRuJR3HvvvcaZmM3MJq+kCZFRG+0+OjBgZ/rAxCT8ycnEBQrDQ/Qmhp5I8RgQeDE8L/rsRyQiZ2bAp2eCvz0vmA4LRMKT97xo7VXo8Yhv4MHB4YHxfnCjw8+MzAw+neAHazE9HihHxj2wgaDk4XrJ3qBokg14kh4/kahdxYTRcNrsUECK37RkKTEVxhWkK1Rr8m8uHBPyFZvWOZB7gcDkgRjnCDY2CsWkSlEqnhHV8xOKqqSYDOMdfr9T5pXK79qLiEjptwq5ICZ1RYlYRmmbD6NIPxOxa4oONg3WBmMk8Orz8THMzB/BzJxg8GB0K4JBksk+2LYJ+Js2w/MYvKm5gynrgD/KMLqhh/ENDN4k0J/DMDXFMM3G8fuxBRjvzWCGe/DAsWFyHqZmegAPvImciW1y8P3K6RlgYhJ8cipoVyODnZU5B8dI4In0vGATrIGohM4OqDJBIN4zjvj05EG9So22pJAXfyfC2DL8tXZbLhQxUnlXezMLCkpbYlJMt0B8Vb6jdaYg1m0fdNomqUoE6fSlNtMtUQ7T6bPGO0XPYqHZBh599FG84Q1vwGOPPYbJyUkcccQRWLhwIdasWYOJiQn8wz/8g3Gcxru2Pvroo/jGN76BpUuX4rjjjksJScKMznbYJYm8K97grRZ6/0Z6wNw58CbmwN8ibFWsMhC4DyAQjyzcJEfcqTW8rt8PBKTPAb8PTM+AT01FnxJhY2OBB3NkJBCNI8H3I3mvB4wIInLgwQhEHAMQWJzc9wOPaPhdy8EGPmF/6yFI2gOC8Dz4NAjjA4HnpcuXEpGDl1m0VpDFjdtoOutARPojibWRic8XxOsx28AQBdRwh9lwEEDM4sDrFoYPNznhCQdPxos5JpKj8qa9khwJMRlenxCRMW9klgdKgc4znNqBlslf0Nov7ajs8TKGZQ7T4gzBLsOCV1IlJpXCNMQD4A8E2UhvUH8MfO4Y/NFg111vCvBHAD7C4M8ZgTd/LryRHvi8OfDHR4I2x4DeFMf4BoaFj/rwZjgmFwefyplZ4KHf9zDW62On8c2Y501hvDeD5ybnYuPYPPDREfARYYfhEN8Hn54G3749GPQZH0c0vdUfqD4f6dEVSAyrRBDGxds2FI2Z612F2xRFm5GG9AIRi++JrPYdbtSlE9ZITALFBGURMZkVf8GdXOvw6FVlCxTJe1UbAnbaM2qhbHXVT2kvtayP7PK9DRFHMW3GWSMf+tCHcOCBB+JnP/tZbIniW97yFrz3ve8tFKeRCvzSl76EM888E4cffjgeeOAB7LjjjoUSJWYfOqOcMYEgGPfcC6Z8gnNg3hgwZwTeSC/YMXJi4JnMm8cfTkWNBKQP+B54bNHSUOSFay/DTXnYnHGw0VFgfAx8dPD9yNGBkIymig7zwIFg98hQWA6M8GgDn4Fg5UkxyQDPB3x4gb7iYfih8IlXmqIOB+JhGHmGiAw9klkj4jJhJ278k8hPUkSmjHE/yOhQVAoSiOW/mIqIyWGBNESk1LOSLr94TuWNlH7GJPkizvBKimUGhOcoS0wOdiSN6iRPTIr5CwUj+OA+BJUdefXgg3vhOuNAMPojLJjSup1jaiHD1AIP3tQo4C2EN9VHf7yH6QUj6I8H7a43Acxbx7Hwka3BZ3n8uZha2IM3zdDr+dh57kbsPfdJrBjZiE1z52DhyAQmZkbw1JZR9Dd68EcDweqPeOCJ6em83wcbDAyFG3QFnwEatI5QUPpA9B3TQVuOWiFn0aeDeFyeD6psuAJVKSgHHuewjlNeSvE+5lHU1jAUAja8UWWnfaYjlIQ1jUMnbptTaR1ZH1rWRrUlKGeFyCiJUR1VWZ/kUew0d955J/77v/8bY2NjseO77rorfve73xWKU1tIvuENb8CPf/xjfOELX8Cf/dmfFUqMqBFXPJ1JAZL4P2bsisLAQ9SzhvYe90bgjwXiiM0bw9j2SfCnfg8+k3DNhbu2Dv7mPgcbDTyJkYcSQLSra+xaNvi8xyCM1wMbGezUOjoSeEQGIjL0RHLx8yFAYJDwQdQcgTcxFJGJtZis74Oz/sCDyOAxFnyJwAvEJDwepMMAxvhQBIlZThpAgzWD6LHh/wyAN5g2O9itNdwhNprqiWHcovjRNS5V330MrxXFZOSRDBPgiBvsFYjJ4XUFRGRZFPWXXBepFZVo3CnEZBhfEEQiJoG452ywGVH0uRQPQB+D9sqDgYgwOW/g3RsFeM+DP94L7pcPTC5mGN0KTC1kABtBf64H1kewa+tcD9PzGUa3cUzPY3jerycx8vjvwZ+3EL1l4wB66M/3sXzRZnz/sT3wP4t3wosWPY0fr30BXvv8/8WrdnoU/zU5hu2bF2NsM0N/nKE/7qE3ZwTexGjghewPdm6V7MQcFFpyI0JR4mMoNgdjMHliMqpHhth019DjHNwvDUGpGDTQIfPZ1BkQSZ6uw4gsKwSrEGqJvrlUHCXI8xiXub4o0nX6htc5gWv5gUMCMitZ0+mtXSU5cG4rzhrxfR99ySaVTzzxBBYuXFgoTm0h2e/38fOf/5y+JWmRWT+tVSIyOTDwUARrmTAw0sRvNfJe8O1FPrIcY9PT8MPvSEaf7BiKyBi+PxBzA0PZ6wVpRWvnekPPhrDrYzSNdbQHPuINPJFetPtpsizhB9HhY+iV9Dygx8H4wLPqD8JEO2CyYNorCzbYAWPw4AdicsYfej0BpERRok4DIcaGQmxQf3wk+O33MPz0RzhFMGnIQkhLp53KwnChjQ/uTZinYHfQwDs1FJVp41pHTA6KLVwmEZOJepKKSBaPU0Tpla0Y7bInxCQ4E4ROWkxG1wnXBsf4UEwyQUANNmIKBkU40AtEJO+xwCvIgp1UJ5YNdlSdDETl9LxetOmSPwqMbeGYGWeYs8HH2BMbwLdvB1++FFMLeti6C8fCFZvxyEM7Y/6qzdg0MY77Jp+P8dEZ3PyrvcEAHLrHr/Cfm/8A0xvnYHQLQ3+OB39OD/6cMXjTM8EtGkxHR68XeeJFGOdBcwzXSWLQLkNPeW8o8KViUmwHLD4YkPROSgWlMBCQJSZ1MRYeYpplUKSrbRjb8iqqoi8qyIp4KQ3LUVRguSDMXMiDMY7l2bgOG84/icgBHRCSRxxxBC677DJceeWVAADGGLZs2YLzzjsPb3zjGwvFqS0kb7311kIJEHK6LiJl661Ez5boTZIZ/9FGLIwH0zvDODwWTGkbZZieP4a547ti3i/nwF//dLAxDo97J3m/P/QuhvnxWOBpDD8FIn4HMvxkQG8wZW7EC8TjSHCOjzD4PS8wFKPv0QUGKeMIhONACKM/SG/Gj4RTtI4y/IbiYPodZ8GH3tHHQOQyAN5QTEYqlUmN1PD/WNmT34j0IHgjEd9cR7yWi7Zm9KW9oTDLaLvJz1zE6j0S+kJkScHIBWNdmUjif8EgH4pHoT3JBizCOAQRKfVIJttrMisqT2NyWqspsvIrvEvRmlgI96sHoK8WkwDSglK8fjC4wPjgkRoMCnCO4bcVPRY8D6MewABvGuhNAVufzzB3PcfolqAN+qMIvvk4FXjER7dxLPjtFuC5TWCLF2Fih7nY+EIPvRdsweZ1C7H8Rc9g6+QYnntuPvwZD6Nzp7F86SZs2j4HdzyyB3ZZvgFPrl+OsU0epucy9CZ68KZGwfrjQXmme4MFxyy+I7MMn0e7t4btbigic8TksGJTfye9k4Awqp/wTmqLSZ2NgZKHhEtSbbWooCwrIEtQ1SZEyj6tpAHtpOgyyVNVdoqNesnLW4vFetXC0ej9WjY+wikuvfRSvP71r8dLXvISTExM4KSTTsKvfvUr7LDDDvj6179eKE7aKadmahGQttPQ9cSowkkM+cgAFg31ULIIIiPyFoTG/kBI9scY+mPA9AtGMPm8lZj/xFKMrtsItmVb4JGIvH6D6asD4zdc84iR3tDbONjEh/fYcM1jKBxDYzk8Ju5uKn5e0g8MROYPPtreD5dMJryifOiV5PDjG+b0g91jWZ8HO74yDvQxmNLKBvWRUA6QjBZGdSXUWSgmexju3KpYF5krGHXbQxahgBysV4t2MEWOYZ0jsGKOw9Bo51wSj1pAxkSjou1G6ckEpkHdlP74fJjnWPYEMSm0y1Sd9EJPHIJnJbw+uhcDKR5u+uQLCXphuxq0KRZ8kqM3AfTHgO0rGCYng2OcAaNbGHpTHHM2+Ji3dhLexm1gIyPwlyzE1p3HsH3vCbDpHpa/4Fk8t2UuptbOx/iGYFrszLwxPLl8DCtXPounti/CgrFJ+DtMY+bpccxsZZiZ66E32QObHoU3mBfOBp8Biaadh7srS+o7Nm2Ll3ANhjdCMtCREpPCcZnXPXVMawMmSRhBXCpFpY6gzEi+sBGpUaa6DFRtYWkYjxOUyZPqWl17oEosxt/4fasxfStltSxE20JyMzJbcdbJypUrcd999+HrX/867r33Xvi+j1NPPRUnn3wy5s6dWyhOEpI14bIHssxLM+vaTK+kKCbDcwBiUzLDKWGD4+FUTH8kEEbBdxeBmXkME0vmYmzXOZjzXB+jW2bgbZ+BN9UfegOFuLj43ceRUCwmfwdGcrSuUPatxbDuBpvhRD8eA/MCMcgYh5fQkhgUH30Gnth6lYWfH/H9wdQ7hmiaLDDwnoR1IgiR0DZN7kgaGfwJARmFS+SLx8VYJEwyvMumiNNbk0Z18LfCKxkTz4q4w3N8WBapwZoQkMn4Ykb3IH/aZU6I/FyvZGJQIpUHlvg/I8nYPYOwAY/Hok2ApM9ZQlTGBCUfeiij/IbP4+B5CQYFAq/jyDYWfOmmF3i+RyaCXVrHNnGMbu4HzyVj4AvnY2rpXGxdybDDss34/brFmJwewfTv5mPhox7mPeVjZJJjYrGHrdvGsNZbgp122ohfrd0Jz1u6BdvnjKM/l6G/PZji6s2MDDaaAjDtReI48kwm1gGL92hYkSWtoCzDW0dMGuhYLfGjmKYp3UTFoOiljFHbAtKG4Zqou8aFRRnqyHub62dAI/e44XrLLbNsLIqmtXaOuXPn4j3veQ/e8573WImPhGTF1C4gXRWsgidHJibDIIBQBEEk8YQoihx9bLB74xjDzDyGyed5GNk+gpHtHL0pjt5k4CH0+nywdhGxOKPdTJPfV5TsaBoazBEDI5v5bCgi+4gcoOFMVrBgB9bQMxKWjbFBINHgFfG5sFFPdt2qBOTwG5HDzXWi3UGTcSZFZMLITB9jSE6n415QB0ZeywzPjDS4GCYpAIXD4pRW6ScNwjaQJfzEwY6kJxLp8kfnhe9XDjOkzvcwP0l1kMgzIDXEw92HY+Xmwk3jGHonQ0EZ3ei0qAzCcyHCRHoMsXW2QFBebzqYxsr8YE0uEBwL10lyj6E/3gMWzAVGPEw9bwSTSzkOX/EIvu+/EJu3zsHoJg9znuFY9Mg29DZux8gLFmN64RgmNo1g2/NG8ZoX/gaPbVmCzXM5+uMMM+MMvTkevOke2Mzgu6yMAX0+FG3hAFAoKKMNqIbPY7JdxTZlEqaxZ7U/XeSffomLSdXzoHpGlGt7o3/CxpQjKDXjTsVbB1UlJekLrcSTRZl3dcF6sCGeitg0uulWbS/VPkBREuWAqWY9VSKWk+9cB+qpNjjs29gN2OwPP/wwPv/5z+MXv/gFGGN48YtfjA984AN48YtfXCg+EpIV0YgH0gURmTCY1d+sE8QkEBOUsumMoZBLedKE+PjgkwAzc1nwGYEpDm8GYDMIfvsDz6HYGYS2VUIsDv8X8iOmOfB4DUVkMJ2VMQavz+GDCYIyMD49j4NND8J4PrgXrotMG7wxwul2SWEXGro9iYAMjwuC0u8hJjqH8SeqXRTbkHgtpJ4PyfHwepng4vFrYuvHdF9MMgEoCi+FQZ729LH4/4M/ovhSAlJSVsP8xtKVhJPnl6WPYXguvs5UrOLEJ1BEQTkIKBWViWcsljYbDr6I4UIxCc7BB3vesP4gDQ/wxxlm/BHwUQ9+j2Fqvof+PB9LRrah5wUJB88VB5vxgemZYKq4HyTs+x48cIwwH/44hz/K4I+FU909eNMewHuDx8gPvPuD+omeL88TxCGLr3UO1xXniUihfpLtBxiKa/GeKjFp84ZIp7NKvJTaxmANolGal5xkrQukOoxjWRqqvrUgVRj5VQqHssLJJM50IsXTMKVsHdYhEIN0ZpNKnB388z//M97xjnfgwAMPxMEHHwwA+OEPf4j99tsP119/Pf7kT/7EOE4SkpZofOpqQ+lLp/sZiEkgISgTcYfXRFPpRI8aQjGHmEDiI0C/F3gpWR9DT6E/2ASHK8RkIj3Vi56F33XkQtyMwRss8vPBgimtfTb8VB3zBlNdGby+D99jwIgHb8YPPqbuIy4mPS/mLQkN13C2a/S/6DkVxLa4sU6y3lIiIRRbGIqumFiSiankgIB4n6WiUv+FlOWZVIrAxN9hmPB7iul4EuKRxS4LjmFYnqiJFhqNl00NHqYvm9YaywgQ1Z+eNzbcWZRHgx6hd5JxPtwp14+Us1JUxiKO8h7mmw0HMYChAOyzYHuocPPkgbeee0B/LJgK25/rwR9hmJkLwAN+s20HPP3MQixevA2bF87FxFIPW3abj97EPEws7WFqEcAXzGB8dBo/enJXPG/ednCPRxtvhb/7Yx6Yzwd77TBEOyNH9T34/E30TAkisReKx+IiUnovDWwxpVcya4fTPJEa/pknKg0xMWZLeVCy3g3aGRAvNkgb+Xk3zYvx51oMqF005d3XvHSa9KwBRvXQWc+b8l0rOZF85ySDsIxzXaADHsmzzz4b55xzDj7+8Y/Hjp933nn48Ic/TEKyLhoXjUlK5Keuskg/gA4MDdckoqGWEE/J62PfzROmvIYeuUg0cgzWHSbKnRCU6cwn0uKD3R3DKamDXz4GYnIQmQ8OL7QGGQtmqHoMfAZgPQw+ccLAfG9ozA92m4w8Jd7Q8A0MXRZtdBKsQWMxr2N8iq5MRAoCOTJWuVQ0SkUi0uFSf4fhBweTXs3kdFJ5necbzjJPUCoaRRxK7zeSxdJY45hFJM6G8UjznRQwYj6TIlL1so4JjwxBGRZS/LCnICoBxMqcKr7YjkJRGRbJF25bFNfgX4+hP8qDNccs+IRPfw4D+sCM38PIaB/zx6ewdeV2bPHnYXpBD8wH+nOAiZ1nsGTHzdg2MY5dlj6HdZuC712F6zD9keCHjwSfI/H8wYxwP555mYAMvZDigFU4iBMTkSYCskCbLEReVAoBlexzZe8Bm4Zg3rRbk7SKeCyNwsoGTiyiU/dF45JSpUFfNu68d24VaOS5chFUJH7bdWLaR1moE+ds51nIunXr8Gd/9mep43/6p3+KT3/604XiJCEpUMWOTJXicl5FcTEg9bH7MJyEmMdGMFZlL+HQM5hMO7KZReES135CgrJMDNMIxScHgg+Xi4alsM0/91iQoWBRJHwEXkjGADZYP8g8bzgdtid6SflwUx3RuB2ISenmP4LXUVwDGReSgtGvKGPMC5klErM8k4PrU+sDE2GTsMHGLJlT/BLHU+1DFlaWnkqEJYPwYZmkn0CJfku+WYnhVNJokIPLX85Z3sjs6bjp8sSKHGYo9CxyxAUlG0QS3dvEgyEKS0n9igMTyWnmwcAEC9oyi18zbLeD6ajjgDfN8MzEfLxk5Tr87H93waqVz+L3Iz62LRkHZjyweTNYumQLAGBy2yjm7zSFyYnRYTmFdu6PMLCRIDHPA3ifSwYxBplKCEilF1JXQOb1ZU2T8/xrX2OKoQcwK/0sD0ih+MNoxDxWebtyBLs172dOOBe8RUae2TK2jk3h2GS92RLduW1DT0SaPItdoQu7th566KH4/ve/jxe96EWx43feeSde+9rXFoqThGQbsdTwbDVgpUiQiMkgvEaPkxCBsemcOWIyDCsGi4nKjPTC+GL5TR6L8hEUPLTJh8JSor5CA3bwXcxwuh9GAmOe+YLBG34DbxAv91jMCyn7nIdcRIZCNF3GMEvBn/pet9S9ZgMhJXouQ0+k8LfS85yBcm1jFEAuqLK8jZnHw+vDIBaej6SYlKafFDKxc/Eplbpeyeg4F+oxFI58eE+G3nZBOAJpYSnLL4aCMpp+zYc/UZEjgTbIQrjj8njwjUn4DI9veB5OeNHPMLbnDH7y692wfPlz4PO3w+cMY70+nts2F9u3jeGIvX+B/9m4E/r9xLdrBvHyXrDjcjAm44F5POgbJN5glXiMqiMpIHPEYyHBmCeUDCgknCoQHMrvVUaR6kaUk5eG6s4E07oolQ9LojqzTVg0evO81PETmvkwKGdunVhsE0X6Bu2ZMFXnU0dEGp5vLTJvho04a+TYY4/Fhz/8Ydxzzz149atfDSBYI/lP//RPuOCCC/Bv//ZvsbA6kJBsExY78dpGQYZqxSw80iIyLSADURZOOY0Z7aL4hOQ9pPvsiiNQyd9CXDEPpfDDB57JQEgNvJN8eDycVhp+h1JWF+E6NPnU1eGnPTDYUCcmIKX1plHshCDJ38E1fiz67AQEMWkDQcSIx8J8iv8nyTRERe9zWBaIvyVeycgYZxA3LRHDxzy0ScM3uelRrIxAbGqvREQqvZJJ0RrzQgoXykQlC4VnQlgm8helwxLvVpXRwRAf6BgZTkdlHNi+eRw/emY3vGnF/dj75evwb7/dD3PGpvGChc/h5088H3vtvB4v2vX3WDexCBu3z4E/7aE3g2gjHzF+PxycYcH5YCYBi+cHGIpHAErvY1I85gnHOm2CZF9pgHUPTNLrK0aRJaY0BUHWs1upNxUo9d7NFUum78dUZGZp61xXNL1C5AhpbWGpm1xJ8Vjn7AJZWqWWWRimFSQoC6sXjnCT008/HQBw+eWX4/LLL5eeAwDGGPr9vlacJCRdp4J+owoRmTV1MUg0eYHkmBCX9BpFPNGUUz4MInqVeOzAIIwqfR7/W5zWGl0XnUsXeGiMsmBznYHAjQx4BnAuePBC1SIjMmIHu7CGwjD5KY/YWsjEzrZiXQqaIawbbURxIhwL4hoKqeBY4huGiHsmxbIF5ROi1PVcJgSyUmQhflz5fxgPDJ4PQTzHpgYn0xHFJOLlDfLK1PkR76GQ7+Rx1UZDUdiYZ1L8WyEqw985RnrKi5cZLhSSg4EQ8TM+kz08/szzcFtvb7x66SP48Iu/g3neJHx4eG7HeXhiain+Z+tOeHLLYmzZNg5M9uBNs+GOsAzRoArzg1m13uAYE8sGSX41xSNPCHubWJ0mZilvOs9hpmdTGIhKhY8OFMhYlogsKQSkhrqN+pQIbeV0Wp3+J+/dqRk+fm11akApgGR2gfhvVtvRpIx4NK4Ty20ldSqRn7LCMrN8JCLThAOutuOsEd/38wMZQkLSNSpuVFV6InPFZCwj8uuT51NTW6UJY+hJES8XDXzh/+R10d9i8jHBiGEHwuNlTK6/igTqQFBFU1/DTA0EZWY1Kcoe350V+QLSurGrngI79MSFvyViUvg8Rxhf6TyKgjLxtxgmmVdJNMPzSJbF7LmJeSXF3VAlG7LEd50VypB4wYvtP/53aJXK8sHiD0S4RjJqkFCLSgDpXXaS+Wep+k7lMzwXisjEt1kBBGuOpxkmt47hkWeWYsvUOH65YAV2GN+CHnxs6Y/j9xML8NS2hXh283xMbx2Dt90DmxbyOkiP9wCfB7vG+gxgfQymtirqR8y7SjhmCZcqkKWXYfDJ+k3puYJ5kCeqjl8qLnVEpSop3TKongEDbIop5V4AibqwIq6hqCel4KzX+lell3qfKN7HQRzidXnp5WSoqHis+fmPUJRXzKuJqMy9/yVEpNVBMcIaP/rRj/Dss8/i6KOPjo595StfwXnnnYetW7fi+OOPx+c//3mMj48bx01CsklqHImob3dW87RUHU/uy0AQgkxiI0dRCQIyFaUsrxLvY2qKq8aLjAHDzXcSHqEUKpEQGuCCMT40yhGbxpqemidELxPG0bmEJyoLliOwYufTYtKYLK9YMt2kiJS1I5VhhZx2y4TyQCI0Mdx0Jy5u0gJaFrc0Tyx9LktEql704vrVmEjMFJWIxEvmjp4Z7TY8LpuiHl0/SJPNMPDJHrZvGcfamR42bJuLuWPTYIyj73uYmB7B9m3jmNk+AratB2+SwZthMS8v7wG+P3jeMPj0j4dgd2QwpNp3TLDl1KUtYyinjcWCZhlpMrGecZ1u/nUEhrI9Z4lFiUBQCimkwwwjVJxL1Z1M4arTsUbi2Y8ln9y1vIS4jiWpbeA3LJCAVPtXCiGJ8I5fVzB9U2Gt/dwUy04qOdX9z6mPIA/pTMR239YdPLApIjtGmzfbOf/883HooYdGQvL+++/Hqaeeine9613Ye++98elPfxorV67E+eefbxw3Cck6qNl1LWKlkRYUhkYGQkiGgSQNziPzPWXcS6KNiUp5fGImhxGlp7hypSCMtA8P/x8KEGWZkuJRNLoF8Tg8xlLHIFyjLJOIhiDOJSpvfNOd4bmhmAQQ310XUO9aWiI/UdoSQ1PpQRHvGxL3sEAexOtVnlylNzIVLn1OuWut6nrBoI/WQPLB8yN7cIR2r3pecr2RyTYpnB9GArB+sHMr7zFwjGCq72FmqoetvWBklPsMfMYDn/LAJj14Ex68wfrIqD0NnoVIUALBemSfg3ksVp5U/iV1JzeccjqjDI+A7uY20vQVn3/JFJqStIp4IeIRqONJiUuV1y1DUNpCtYZaHrZ8epk7vkqEpUpQivnRXccuz1AyXDFRbb1uZOkqhLdUVBZ9V2Xef7O6qVooab27DerDyPOc189rhCXc5b777sMnPvGJ6P8bbrgBBx10EL70pS8BAFatWoXzzjuPhGSjNCgWZbjwGRPjTtekI5MGjIvJwSHdZOIXSLySsSmuOtlhokhhAyM+Q1AkBGRaPIZ/s2gHzCwjXSaKk4I4VjbVtbplFbxyot0orpFUfbBduWtpEcR4ZEZ3wuDN8qJHU6NzvZVpMS1Oq1Z6Y2VlFjd+kYSXXpshLsLzyY1YGYaCMmyboqiMichMb56YH6aVFyCIP9y9mPUBb4rB5wzcB/wpD/CEDPcZ2AyDN8XgzSDmjcSgHNzjAxE5+J4rQ1CXPFF2yXrJJEXaIZOqeC6NL6u9xQNqZCRZ37F7oyeq8sqbt6Y8TyTpCMpcVEJfVd48oW0J8+m9+oIyGV9m/qXltXP/i5JZN4C0foLrEnWUEVaJJQFZZpqsETme10KbVuliQUR23RsJwMj+M4qzBjZs2IDly5dH/99xxx14wxveEP3/yle+Eo8//nihuElIilTRSGqkEvFYR30kOiCpN1LxQgrsGx4JNVFMipdpFUN8Z8kEZSTCuFqUCWWIbHLB26N6gcWNcfnvpKEuzX9SFEmEcKosyTg0R8MFzSFUeHyKZxQuIVjicRV/A6XqSCTDwI6FMSpvxu6tibAxkSpLJ6d9R3lPPR9Mem2uZ1I4F5/CGv6vEJUZ+Yunz1L3QjrIMWiD4Sd7WJ+BeRzeIH3ue4M1wIPE/cHncmYYvD7AxN1axfwxRBtb+Rh8u5XxKC0gvFd67U3bsz8sVjp8sm0rhKWUpMcaULbp9P9yQWUqRIKLMgQBS4bLFklKQSmEMcqbeHmGiKzNqyIRfCrxnJqpkPGyKiJm8kRkobZQFIVIztvBViooxbCm2bAhIKsSTDnPQqa32sjQyUhXkl7hsIRTLF++HI888ghWrVqFqakp3Hvvvbjgggui85s3b8bo6GihuElItpjKvY5Nisg8EkZMNMVVFJOCIaxjr6TqMykidbIliIgw4TxbPEtEpsIoE4ZcrCTKYCqI03kdftYiRqhBBsbzcMJxuvwp75xMCCXOSVGE57J6kxjY8fUjamGoRaTBGDAQYVIxmSCV1ywPWcazIvdGpbI4PCcczBOVgMSQi9KIG++Zwj52oSAm+4DHGHxweBzBVFbx0yh8+N1VNvBGwk8Y6IKIjItLFv+OpGi3G95nLq3AWPFj5+ViQrxBigzINloSEtAWkaq2kNOXpDz0svBC+WRCSSooE2Ki6CYzJmVJhc+4pqgxnOdhk9aTICaDcwlBadI2bYnIIvWfjEL5chUjSMeVqsPU4Jz+t45VlPpGosYzU5RMYQhI6kKjnnWqKiPPJuXRtk26gKadZBpnHbzhDW/ARz7yEXzqU5/CN7/5TcybNw+vfe1ro/M///nPscceexSKm4Rki6htumpd6ZiKBBViRyUIKsEOjZUpM2qZoSn8Vq6NDCOWGUuD43kjnFrTGSX5Vb07lF7VosgMHFFAQizzcFVoKn8J4yFpGIaCKusFpTNCn+mlgR3jJFn+4BgDEgZ00mDKMoazy51hICaFReraeFjZVFfx/1gYcaMeRfrSwQ+Z7TZoh9zH8PurfcADg885mDdsA2GGGAfgA15/KCrFl3oYnjEeTPseXMcZhF2DEStDcN90R4jS5U56/mPCERnnZKJSlayuAasQkeopoMXSlYtGyTmh3Wh7J21hIKD1PMPJi7LjUHsg5XUUnFN4JyXpZeYN2X1E1V6m3HYjppclKKVhJKJbK0/2BaRND1zm9NUwD4o2Z7w5j0a+K/HEJm2ptlLWhlLFWQMXXnghTjjhBLzuda/DggULcO2112JsbCw6/+UvfxlHHnlkobhJSDpGo2sbG37IZR2YakqV2JGGQpGBxz0pCfslii+jnKppocE5Lg8njQhDQzYpdMUwYr7Ev1n8mjDboq8vGaUqnZigFMsSGuIFR9lEw0jugQsEVXSvJNfL4sz+1AEze6EpRKQyuEE9yDw3kaiUCGnpYIJK/DF5/cQjVFyrCBe/CKn7kvRKDoLF4pNN402ml+lNjw3KDP4X1jp6PPBGMsbjxpLolewLxxP5izZ1wkDLi32BzJhRqu503Kkp2fHTsROxvCsElLQMqmwl24m03hUi0kBYKVGJP5WgjB1PCICUiErEmZUNpWFvZuWW8cipPLRi3CoPW0pMQjynEEoGRTPZaMiasI5FoDgsu8cKQanjnQziym4wJjuxWvNaF3imZPErvfWS/lfLFqkIm4KaqJYdd9wR3//+97Fx40YsWLAAvV4vdv6f/umfsGDBgkJxk5CskUZFooqm8mTaAYnGSeJYUkwGpwSjSnhxa90DiZiUfiJDs+6kxkPivOqcOtLhn0kjVhlWJiKT4TIMAeULXvL3UKQMc8fzKkyyO6XOVElReMfCR+dFyx3SMppNX05P702J6oSQVm5WEsuEJICuQZMlNMT/Je1QNhChaq6pKpKJFBa/J+nMBz/MFwYgQnwMPJJsWB3igIcf/x3LKBvc64FXMvo0SHheFJYQ+g1Z4SR9hTglO7ZLaaaIkhwX0ipjuGeJobSn0iy+PEM22wupOq72TkrjzMhfVjmk4WXtVCMeLQ+bGIdp/STOBectzJSQUNQLXWTgbhipPI3s8ucLziBcPLFgXbe5stFpD5V46VR9DzKeBamwtmdbVlLOLmFgJxjFWSOLFy+WHl+6dGnhOElIWsBJgaiiTXmVIRGP8v8F7ySgFBCZ6YSXJkQki52TXCoKB5VhAUgNnayXPeNh8RJiOY8cMZwsQ1GvnMz7Gjek1fnN8mwNfzNtcSnGo/q/kLEma0fiscHfSq+swmBQ/a86FqWlk9+s/yXiUQymspdjUWiIFDG9aGprKCbFy4RnOJau8AJnfvz/VAbDx95LpDc4H5sOmyEek+fjdp8gKoVAMlGeeg4AdQXLyiPmJ5mR6JxmX6DR3pLHtY1+UzEpiS8rTzbIEw26aVutH+l1bBC3fh9VxhtZykObhUIs5ZdfT0SJaD0DeeXW7X9tt1GlWK5fTBKEKSQkBZjEqG41rpbFoBNOeQ10wgpiEgBy13cp6in2Ek+KSN26lbwgtUkYo8m/U2JZlYVEOaRlSBrmOS9s6fQrjrThhOHx7EyK8Q+P5YlFI2+krEwlnxGlkE6KSSAmKFOU2Lk2HVeBsCrhI4bNuo/J+6chKKO2KIpJ4X6mkkhco+qvQ4+xOJYTxS32EYNjMfGoLpZUaAfxCUa/mAbi7SHIm3A8mUAGhcRV2OwkAtQkvizvWnjetpjMRaMdmoYtKmCNRJGBmAzC6Hkn80RUVtlMhZJOPems9atCTGZnyvySIiIyr34ybcwSIpHEZPVUoRG6cM9ISLadDjRCYyIhFReOQOIYwnCCxyBHWEg/hxGdix/T7gDyXn4aLx6uKB/TbQAKIZz07OR5W+MZQ0IwDf+PXa/xAldOxWPCPUuKxax4c+uUC38jLrB1SbQzVV0M62EoKIdxDDOa5XGygczAkXrIZIJSPK6bRjK8UC8sjH8wlRXhVNXBbq1Mkt+orfL430rDPDyG+G1K5VmVZVX5k/c5OsZiYjKWJ7F+gfQzkkFmnUoKVKVHL5ZuiXePFTFpEWPBkGfsa5ZHV0wCkndTVVhoU7pTM2sTkzpl0iljSYEthislIBR1ULeYNBnoD8MT3UP2efDauPjii/HKV74SCxcuxE477YTjjz8eDz/8cCwM5xznn38+Vq5ciblz5+LQQw/Fgw8+GAszOTmJD37wg9hhhx0wf/58HHvssXjiiSfqLEp1JA0miQE1a5AKv/S5WGeVEko880d9nToPWvfBZARdhSD+YvmRtYVEO0ldA0k92UDU6Wz4E8saS/+IXqi4l5EJf8t/J72QuVkUpvimXmwZolJnGmDsf6E8cTHAhj95cUTXyNMuSzpvQlqJeyK7l9J4Em1AJLbrcVjPwlTVaDOdcGMd4Sc6prhHkWAT2w2EdgJ5e5OVM/e48hiTXjvMZEa9SdBtc3WQ1SZVZcwue7JxpMNIyYtHh7xLCpzXvo8F0+aMpcoqO+YSNqaF1jK1VDddC2Fzrykp5JvoG3QgEdldGhWSd9xxB97//vfjhz/8IW699VbMzMzgyCOPxNatW6Mwa9aswSWXXIIvfOELuPvuu7FixQocccQR2Lx5cxRm9erVuPHGG3HDDTfgzjvvxJYtW/DmN78Z/X6/iWKpyROFs0Uo6pQrSxiqzgt1lpqCULDeZQIslSdJnqUojNfoctkLICn6dMuoyr8sPqiP5aIyljPEY+p6mZEPuRjI9ERKjisHCxL1pnM/4+vnZIll50kmoKVCThfVfSrQb+gKSjFsqfyHdS6KSfGzHhIhGTuXGCSR9QtifqSDFRnlzBKUmceQaBsFno/MZ0UDpcHW0PvESEyGYQye8bJUZnhrxmvu7WPVCciSIqYIhQfNbIcrGE+Z+ilVt3UKxoy+I2+6Z+eWjDWMjgOubhqd2nrzzTfH/r/66qux00474Z577sEf/uEfgnOOyy67DOeeey5OOOEEAMC1116L5cuX4/rrr8dpp52GjRs34qqrrsJ1112Hww8/HADw1a9+FatWrcJtt92Go446yl6GZ9HDYPLgNzYCFnoggPgUizDvLGn860WbJypKe/J08iGUTUw3r4zKuIQ4Usezrpd5LxEYM6nPISTzksyreCxxXfK8UkQifkxZl5L6E/OitU60CCyII1YXsnpQXYu0MNFCVV5DUtOuBuWJ5UdVDh1ByYHkJ2y48BscQ0dtxv2L3UfTeybcoygOsWxCmVP3UXZvxWPR/4kdSpPXiYWvikF+ZNPPTKekGWOjbE29V+ogr34stw3t+22pH4lFqfOOKhpH1c/QLCOzneS0jVkhFm3YCLI4DQgdcK985SsxMzODc889F0ceeSQeeughzJ8/33Lm9GjUI5lk48aNAIbb0D7yyCNYt25d7COZ4+PjeN3rXoe77roLAHDPPfdgeno6FmblypXYd999ozDaJL1SyZ8OEI4O5f0UjVMbSVjpNEPZOcXfSg+dJJ9aZZfce518FEXHk1DI05q8TiyTQlgZ3cukwJOdz/DCxMJAIiIVaSmzkyynpC6i8+H/inucWw+qfCJRvjBs1o8inibI9DIm72WWoBeDyZ5vPqz/0NMYfdpjMJ019bf4rMraq+KeGU2/zDmvut/xMEIg4bo872QKzfrVwqRtJ7ORE1677ab6gYobvSzfJeqhCpqavtkJ6qonB9pJHWQ+D2XroOV1qGtDmv6YcPPNN+Nd73oX9tlnH7z0pS/F1Vdfjcceewz33HNPNYXWwJnNdjjnOOOMM/Ca17wG++67LwBg3bp1AIDly5fHwi5fvhyPPvpoFGZsbAxLlixJhQmvTzI5OYnJycno/02bNlkrR9248BIUCfNThUGc8shJvHPSPCTrKCtvivrMErmVoVFGQF3XudM1FcKqLDoj0Oq1X5ITefdL0iZ0X4bKaZFl6iIxSp7y8qmypSlYwrhk5yrzNMlG/lXp5KXPEXglhR2HU81c1vYTcUThkBGuDCrPJBLHMrwiql03ld57DeT3XahP0QuZ/B+QPid5bca194wSsd1I0H5uEv1tKo0OkddnlO1Tamk7qmfQJN+JtqNb7jL14+pzVcYzSRQjqUPGx8cxPj6ee13SAdcEzngkP/CBD+DnP/85vv71r6fOseQCc85Tx5Jkhbn44ouxePHi6GfVqlXFM16Cukcy6kQrf5LzeYIt03CUhFWKKdWP5PosL2duHg3JFaw5+dTyrAp/y/JaSFgqvI3J6ahZa79iG5XA7OUs9bYmSZRbJiKl3kjNeshbK5i1RlJnnaHKc5M5YKCTd2V6euG0kAxaxNar8vBY4t4ofvI97GUewuLnM6clS56RWtAQ3bK+I/c9Y9Dv5ZW1Cq9kkfePNEzGOyIzPcfez9qDLjrv5bZgcr9KxFckLpNrcgeFS+bFOB6N50EavgvkvJuMfwasWrUqpksuvvji/KxIHHBN4IRH8oMf/CD+7d/+Dd/73vewyy67RMdXrFgBIPA67rzzztHx9evXR17KFStWYGpqChs2bIh5JdevX49DDjlEmt4555yDM844I/p/06ZN2mKytR1qQ+SO1nGkDCzp6LBqpDC8HzLvRY4niCfizESzI7fRPrRGxy28BGWGRRXtO/P+lxUnCa9LlJ7OS1YlIk3rIG80XDc+ldBQiFJTlM9ihX1a3sh2+PkaLikkSzz34nVZx2Tff43iM8W2V1Lirbb+zAnPQ+baSFm/IoTLTcOAxt+bQlsq652V0Xj5ZKieH8n5vHeuNEwOugMQTpFlayjCiGEBvTrSnTHTNFplcii/bebxxx/HokWLov91vJGhA+7OO++sMmu5NOqR5JzjAx/4AP7lX/4F3/3ud7H77rvHzu++++5YsWIFbr311ujY1NQU7rjjjkgkHnDAARgdHY2FWbt2LR544AGlkBwfH8eiRYtiP4Das9MGD6DL5NadjiDLEkHhedWxDFGhlTdbIlIxEqXKm3Ze8khcJ/VYyq7JyosMUwOsiIhUiT4eP5f5/PLEdZL4lP/nZU/DEyU9rysi2zylKHF/4scGO+omnxEf8udGciy1K29WG66jL9e8VybGudSoDZOTeGFlgyNafacyA/KwTnnjVGXVOB6e033eM2e9JMJlna+LrHLp5FGnbky82Hl5soJJmSXhTbyBYfjCdqRu/WTYNFVgy/5tvQ2dfO/Y+gFSmiRPSIYOuP/6r/+KOeCaoFGP5Pvf/35cf/31+Nd//VcsXLgwWtO4ePFizJ07F4wxrF69GhdddBH23HNP7Lnnnrjoooswb948nHTSSVHYU089FWeeeSaWLVuGpUuX4qyzzsJ+++0X7eI6K6n6gbXpEQH0RkDDMmWNICfCpI6XoWjnrfNSNRnhLFgWY3FeJSnhZGJNI+5xEe+5iUEcXiYxtnWuUwaReZlKioomvhVXuD0knuUsD1Dy/qV3AmYZz53kRAGRU8jIz/RApuPM8kqqrimFpD/N9b7Z6ldqJlofqoOs/YXHgVS7LUSB6yqrQ1k7yDiv45kMwxXKi048RcSmznlFPeh4Wk08k4WpS0Sqwhl6Uq14pwljOOf44Ac/iBtvvBG33357ygHXBI0KySuuuAIAcOihh8aOX3311XjXu94FADj77LOxfft2nH766diwYQMOOugg3HLLLVi4cGEU/tJLL8XIyAhOPPFEbN++HYcddhiuueYa9Hq9uoqST9cepIKGcuZUCYWYTIWXvPykYQzzJsV0NFPzWmXYnJe26bQrnZHhLEM613OZSlAznE5UotBITtVTHRPzkSRLQBQVlhbJXTtaOOJhXLrT00xH4XXiy51OKOlTctc6mhpVDvfDeWKyzIYeKsFkMh1PFXcKF+o4q83nnQPk/YdOmhIKeyMrqsc8sWi1TsTrJfnQDVskfmk4XTGpsEWUg7oV2Bgm4ksrrIm9UnZ6bkepYmaiaXx5DrgmYJyX2ZWgG2zatAmLFy/Gy9/+d+iNzWk6O91AoyMyXTtnMm2wyo0sTKemFEvEUjxJDLwx+Z4clUsmJw/Se8uk53N3MlVNCc1KXqfMGmJatRZPmU4GWRvbZG5CxIT/s+pH83myKsB00tR9znWSM8y7liGr1Q50jyUiNxikMukrtZ4lyXVaaYWXGtS13pTJ8h1n3o7PeeU3XsutkeXCUyc149fG9rOo84yaDsIWEVSW+qUoOk0bI/cZyTufk2+rnkgb7ciSPdKfmsBPv34uNm7cGFsP6DqhRtjz7IvQG7erEfqTE/jVmo9q14lqE1HRAVc3Tmy2Q3QQjZE6a95JSTplvHhJrIz2mSLxzliJJ4wu50XV6JqeHA+ajodFOx0hTrPjdiokz3DJ9EYqplrpTsMqPRVK9zpDb4eVEV9TIzbnmrop97kFYapn4lmKxa3RdxpRcjClLHlTXHU8cUDG+8goL4oTTYjIML48D5uuFy4MWwArgz0l85A3+8ek78xcqlMAJ+onL64ytohDfWwhqiiDYXwu+v5ISLYIW8arKaWm1ml0QLlrAU0EZUZ461gwLrQNRktlKDRCXpEHIRlfbjvTMYoB9YtO52WcJaYNqWqqYpLM6aqiEaQxuJO6VieMzuh7nsFeZuBE8z4ZG10FPU61T/nKuweS+ndp6qLNviTVj+S1vZyBDGvrwEzaiVa7UwdS9qO6YhKwUh/JdJQ0JZIUz43JFNayU8PFOKQ0LSCbiN9hXJja6iIkJBM0JdZcptBLSxo4jFCVThin3nW54aOA2jnMxqBp6HYOqnA2p+bWOg3N1uOTEI1Ga7wKCgBdj6xJH6ESk6WmjIl5yniWZGsSo/+T6ekWSUccZHkwdA3Uku2otLc1a3ClBa8IHUGVWec1TV2s4n0rLTtQSEyXNvJMhUBOejr1FYaRvpsznsOi9SGbMaKFCyKpqG2hWWbbdZMZh5F9kh24ic3diPZCQlKARKQ5sjrT8ixFEcjiDONRXGc6jbWG21rXKFWWwCzzkrJi+JmkL73vauM3z/DLqi/TNSTG03oN732V63d1BXgsvE6cpnkIKWGI6eykWAhDQ9V02nMjSJ4pY+9cMr4CmA1aaSZSYGBQOsNBp/ymYlqFBZEdv8b8huQKSp1prKp+I3GdERWLpEJYEpRJXKkb0/ZjzXmQiK/1NjZHdYMZLYaEJGEdsbPQFpVFBKXkOqNNKgrS5FQE28azNcOvqjpJCCNAb+Q8pJQ3VhLOZMMUabIW2qPWutE8AQ7I66ymEX8dcVD1WkmdcKbro6teU5ubDx0xiXi4SqcuKus1pz50xX6mwMkXk0G4wSndQZaC3vMiQsBGu1EuG8hoC1Zn+WgJnbLX69dTpk2iHOQMr5WEjwXUzob8eglVeq+L0HoxSFiHhKQO9NwEFDAytEWlhqAM4lBcp3GtNFnbU5likZe8vqjoqODlZF1EKl/YklF0U0+CIVVOw0vGnbmesQgq0ZgnwMMwBSg0HbuIgC05vVILXQEpuY9VpJuVhla70RGTinDJNEvPfqijL8kdSFL0J5JrtAW1YR6bEpCy+EwFZXCNJEIL2TOdKZK+vlgmcm0SjYFq25vsJCkjrEnoVQgHeSQlkJAUqaKRdImsutGcbhSLzrATD+IIr5UkUGB0sA6D0JW4iy3qtywgZdfrTnNNhC3jSbHiic19oRtlKR9N0ai7o62VadI515R6Tht4Yet5peXnbHojZfnQ3tjDREwiHTYrD7kUFUcV9iVh2iblLzOzpYxAqloEmArK4BohSMlBsLLiMYjDXh1l1oeYn4pnPpUZmAmuN6iTstVXxutK9nUnISFJ2KGAR0G7E5fEpdWR53VaOgZZS6n0xVShQErmQdf4q25TDJk6yo4qLy+ZXslEXWTtZms8nbVK77sCLSO0QN+hpGCZdAcWrKyXzHzucq6FpldbISYBSX+bM3iXSxkPSVWDBbqzHZJ5sCmqkxQZrNO4XknOtF/ATFAG1xnmQYeaxWNe/GUGuK1T5tnSjMOYFttFZWHc/r1ucqmULUhICjB046bapNRIm6bnwaanchhHbu4q6xCdbkMuGX2yuIsYv5LrjNKUUMQLaXLfTaa4qr4LmIonISYBhaCMRa6RAZP7buDltDl90BSbGzBliUiTNbWm7QfQqEMTQRVeY4nG+hIx/rLlt/n+U+SjTBza12q8eyvpY1VUIR51g2sOcAPFbJFS2KgXl+0PopOQkCQyMV1jmB1YjDgrTYOOXBGX1XxrxukkNb+YStd7jqAM4qjGAC5q+BZtF0oxqRAAqvO601lr2dHYQKwWWmtpiNG9UXqM1OGy4q9KRMquy/X2mgqqgtgSj7r1UbQ/CdLI6VPE6y3RiAcpGafJelJVHLELNdPVoDLvbNa1Nm0RnXgL5L0K8WjLnuGSd40yTTtJNgcHeXglkJAkSlHYGCzgrdR+wdWxNtIWZUd9Cxugdl5MpvWo7ZXSNACDOIq/nsrUg402pCsmjb8LKKk/7TWMtjH0hNb6bJrc3ywvZUFPpK2y2hCUseAaz5RNo7+skAYMPNxFRWVBnPMgGdQFoFEfJfJfi3A0jbuMLZIVrwE2Bxyq7k+dsaXqgISkFBKSIlU0krZT8J1qbLRqeRk1X3B599CGnVBVO6kgXtsva5svDiOPmebU6NLkRFfVGgnprqoJMRmEE6a5YhgmdzprnWt7kvlInVQcr1LYFhU0WQJSer5eESmLU2s9qqYnphAVikfd+IrWgarsdYvrYZz6YVPJmAzoGvSvZb4lqEWTdliJd45JvVQ1dddZYUf2dWchIUlko/Pga6/1SkRtWVgGcVY7UugqhQw/x15MxtMwbYmOBoxeVRo6H77O29FWWY81i7fSnwmpCbMdfLPD6IhIZzc5KtoOHOtHZOmVFdZBfGUUnX7QqgbqgPLv3GG89Q7epdO3lKylmVPRaZv1UvVz1UE7qGposx05JCQL0tabX8lUtoIGqpHXssD0E2k0lqctmaTdOHUYM5a8wYV3+7SIjfV18ojz0zT2Top5UExnrbweCw4oRdmoYZpt0c8PGAtIRVw2Pn8Qj1AjiE4bKJK2BpU9Q7FEzPJh/BwUaZctENdAgfbQwGyeKuuo9MypKKKCGShQtlqeKYIwgISkSAWjDa5R6TSZ1AWqTKgvKTQ9STPuIP6O3+CqX0wl0sm8znDNXBWio7YXtNbUKX3vJKAQlKmwiuzU5dktMLBUC7riURG2tBfSVlsCjOvYtY2NCmEoeIzroEIPoTYVDDAAzdaFDBfsr0Lvm4ry3UbRWFlf5wIc9svQ9joBCUnCAGs7oRq8+K2NGOakUxmOdRK1isayabiyIQtQXR1IxGFIpncycU1T38grvGuzNCPF82ElfZhOc21QQOrG6Yp4b/p5LdCX1PKR+ViC5dLTiqtge7A9cOfUdExDj7aIjXqp853sglAnugcJSZEqRhvaRomOMauTKjSiZ2j4NvntSNdw6kVdlKqmVhVJt840E2UsIiiD8BmiMpaAZh5ll2rWlavPZhGhV3oznTrL2cQzVKORW3jwsoR4KE2TfaxlgVkZTT8jQLNtRMQwDefEIlf83UJojaQcEpJEHJNGbWCQWNt4o6SXqpbPHRjg2nQ+HarKsxWxUdMUpLJ1oNXuTQVl4hpruxzLMHyOXHg2te6ZrnjMDGsWt9a1GpSaERJloOT1GlS5mUxIqamINW7ilUWlfUwqsCoT5fJQKM2CWPca1tFG8tLJweq7uAOChmgGEpICVYw2uIR1Q83CVDWrU1ddGUF0BVdeUCXTtDp90pCq6sFo8w+FoJRem+nZlBem0AZUFQw4NfJsZqSpXE9tMoU1p0xOiKpYYCtZAdBsX9uGWStV14+VpSgNvy9t1JFJHFYGYyxTqg4cs3dab39VMWux7XUCEpKzilpHOIHCoq+SUWaNdJ2ircaMhcGF1CUVebNceanlbnihMe019zrJtcM4zCrCWHhWNMuhivRNxGMQ3jzNpnfqTFJ0gNFaOcrGY2FmDFCNR9yVPkZG3XVhmocmaGLmROk6aKgOXbt3tUBCUgoJSVOa3PWzwk9XaCWvWfRSI50lpq62YYS1bqx09k1Mn6lg6qQVbKRjsB6pqKjMvdYwT/F0KhSetY7053UoquvMwmdeYxhPLi4OqDQdv8secaC+Nm9JcDdGVXly9V0jUrNnliBMICEpwnmzQjGPuvNWULha33Qnirh4ukZ5cAwXF/RXTkWCs1RatpClp7GxlKnHsfQ341QYG14VezwtpVtYCJoKTs00C1Hnc2OSXpNUMEvCWtp14uqMnabrqO5npmj6GTghEnX6W5ftaw0Y7DeDlpmjUkhIEmpMH3oNA7AykQm4P/LcFJbL2+hmO6mLrGejGTSmoeauqzQUlrFLq15HV6HHsxAaSVQiHl1prw3ko85+t8l11WWwXUdWl6M4RqW7/EovLnFtSSp5dlou6gh3ICEp0PXNdnQo19HmVF6O0Cw9dbXptVhV0db1khWmX5VXua46MGrLOaJSGV9Bz6cOtRmoNaVTRgDaFI9ODdJo0nS/IcOV2SlN140LfWoeddZRbd/M1cTurqvNP4h55Wn6eSgNrZGUQkKSiFHtt7yqFZpmedEM1wHqWz9oYjGXeyu3/YVktKGUobfSKK6ceJVB6/IGNOVNL2MQlfV2VoBzz0sVRm+BPsW5esmi5Pszj1bVRQM0t4a22oTpvhNlISEpUsVoQxsoOdJmbfTXwouy9ukuFdFo517L1MISadS16ZTNetDMs01Po9VP68howyYVOtgQflWOxFewxMA6DnhDnKynOuulbFpNbebnQtvRwWb9VFRmJ/rYkoNsLlPFrEUn7llJSEgSte0SWH7qqmZGDTv8LjzImbTlRa1LG8tTcJCklKdRU1xqxS8NqBkulYmC15XB9vRSm8LRdntu2fNRtP8tPQDYsnqqHKqPbBqon1btRk7MWkhICszGNZLlX8YGYS3suqr3iQ8LN7HK0VnHX9guPwMueI+tfPg9dbEk0irEJWBt9+PMtDMvMAxfIbZ2VtWLx6GCW6aJPsNGmrNt7WgWdfetbaufJLr1VWs5HV+T2/Z7Tmsk5ZCQnOWUfbCt745n0citdOOgFtH6zlvA5bJYn1ZdhbgErDyHeWmb4NQmFg2KRpfbdiOE9UFirxaoLsxo/fdXBejeG0B1lYKEpMhsXCNZ0/pIQNebqJuwRpDZdi9t4mrdOeCRtImxd1MlUCQCs9RU8hqnrbr+gW+bwrGzfVKV5aqjzmz2K124xw5/M5FI40S/Yml2B9E+SEhWhPgtNFsf2K4EGw+25SkeVgVnlLhh+C7QxU67K2Uq6Hm3ITDz0tBOUxrYIKwJYh4qSkN/R9eKRWNX2niboDqPQ/XRCK4Pqs12aLMdOSQkBRjnlXwMu5YPbJeklNi1uE4SqGj6qvu3wBlc79hcWCdZmrw6LvC9R/k6SZ25muU/u6PC2r2ysezZNI6qBKPjz5cJrvcVZdBpu10ufxbJupmt9dA4ja+JNMtAG2xhwhwSkiIuTW2tfeF7+YJridEGRWeSTgiSBLPhhd6FMubvUJxxzpbIjE6azPPs4I7IBuU3243VPCuF0iEqge6BGqobSzRUjyToCkKb7UghIekqTTauggLLpHOyLjqB7nzXrinaWB8tHQyobP1iAZGplWYUyFIjqXq6f8l8VikYW93vtDnvBNFynBCAZbLgQPYJ+5CQFGB+8NMmuFdFpCWv1/IkmiVSifDUxQWxQh2wnLbWS8ndiQvvyJqRbq3f82vYIKp6OmppsdjWdl0S3feC0/sOWKC2GUItoG7xVLTenBB5WTTl/fTlf7cRWiMph4Rky6njwTQWqxV4Eot20lZeph140JM4/9KrECcMLJ3qLyH6Sn36QyN9k7y0hjrEYgvqqg19Qxvy2DRUR8Vwqt6aXgPZcuFH1AMJSRGX1kjawJK9XKYz0RKhRepc28jt0g0lbOBKm8gVtBV7F0ut09TFAc1e+1rFkvXmSvusjLqL10QbbOMtrKOe2lgvLaNx8Zd1j9t+/2mNpBQSkl2mygaqK+QKdGqVic8kLhi5ddCBjso5LLQdHcGQKTYr9mpKkzQtt+Ntr85PdDQiEB2v/1qgOtCD6qkRGhd+IXT/c6GprXJISApU9fkPV6ntkx8iOtNYq/aARoGLp0ME2HgJVrLOt2pstZ3ctZI1iE3NvAT5MYjPEFORWukLuAmh2KH+yBnjuCTJvqkr5SJajiN9BX3+gwBISMZxcWprhV4zmw+1tiitUIACzbzo6xBCXTZgulS2StcTK3dktbRBSQ2bbGVeXnXf29SU0wrL1aVnx0WofltExbZFqTQcojEx56J9bQpNbZVCQtJ1WvIZkDKdU207slYkyjthbLSpM3N4SnKl3nTde1RScMaSNJm10KY2lKBJkdi6/qPF95kgUjjYnp3y3DmUFcJNSEiKdGHExKaRXZOHonIRGgUunAzhEm27jxV40zNFp8XprFUZNLZ3zq3M8CoYbWXisG1tfxbilAgoielz2qWytw5Xqp422zGPs+WQkOwadTVKrY+XV59GHS8uJz4XURB6sedT+f2tYFfiRkSnNCMFL2tyelVJrIhERx5L6h+ILKh9FKRt1da2/BJOQUJSoIodmdpAsQ+Kl0y0DiFqklbW5fQy7TRN3F/r6xWzdmetaudkoFMGSGmBaLEuOtHndKAIBNE4jj1HZWzkttvXtGurHBKSMTjQhhe49WlhVqPTE6Z1rnlswS0lWkqNHjlru7MCVj2eRbC5QVXlawyb2qTHFOrnuknDm2BVBrXXynBGnKT6PlcyRtiEhGQbaULsGojXsp2Ytoe06mpw9QVclq705S7cH5t1aXm9olXhKaNE/Te2wYyLXkPXn0fX80dkQ/evUZwRdTq0wZHSJLRGUkqjX3D73ve+h2OOOQYrV64EYwzf/OY3Y+c55zj//POxcuVKzJ07F4ceeigefPDBWJjJyUl88IMfxA477ID58+fj2GOPxRNPPFEoP6Hbuus/heDczk8D96EwvKM/XaHperRd35bjDr+La/pTaX6b/rFYX9bqRRcH68wWTb8T6Yd+qvqxgi37y4J9VvaZbTNF36nW3rmO0qhHcuvWrXjpS1+Kd7/73XjrW9+aOr9mzRpccskluOaaa7DXXnvhwgsvxBFHHIGHH34YCxcuBACsXr0aN910E2644QYsW7YMZ555Jt785jfjnnvuQa/XM8uQz4MfF/HsuV+qepj1prRaTFzTS9r2zotojkLrh1ORlLw+Kw9F4m5op1YVJpsdNfLStZlkA9mn/o9wmg4Y0q7h1DMv2tSu2tdEKRoVkkcffTSOPvpo6TnOOS677DKce+65OOGEEwAA1157LZYvX47rr78ep512GjZu3IirrroK1113HQ4//HAAwFe/+lWsWrUKt912G4466qjaylI5TT6AmiLWZudVuyjNo8U7t2bi+ku84Xqv+oVc2Xpi2+KzSDq6UdTRBqtKwnK8ThmAKlzvMwiiYVrxHMsgoZcNh/13SQeq3Nk1ko888gjWrVuHI488Mjo2Pj6O173udbjrrrtw2mmn4Z577sH09HQszMqVK7HvvvvirrvuMhaSXXC962DsZbHduWgI0yruQynvEhlPzdDGeq9pPXFme67SC2ozHVdomyBs43NhgdnwfiaICIeFXZFnkZ7fbuKskFy3bh0AYPny5bHjy5cvx6OPPhqFGRsbw5IlS1JhwutlTE5OYnJyMvp/06ZNwR9VjDbYxJJzpsqHWUus2ewcDab8UidGZGFlGitgz8jPEaSViVDA7X6wZqz3Gw2KQOoDiVpxWAh1ESefb674u4VU4Wxy8p4Z4qyQDGEJY4pznjqWJC/MxRdfjAsuuMBK/mqlyQanaWTbfihyDV4XXlQW16/Wigt1p6KBOq27Q88XcyUyVKEIzcOaIC9BLfeyIkHovGHhcr9BEDXg/DNqStfKQ9SKs0JyxYoVAAKv48477xwdX79+feSlXLFiBaamprBhw4aYV3L9+vU45JBDlHGfc845OOOMM6L/N23ahFWrVnVmByVdTDa5qKSj0Ui+FQYvGVb2aWud1ughz57aWv+mVlHwtty6Cvv6Wuqgrc+IIa1pTwRRhBa177L2cevta1ojKcVZIbn77rtjxYoVuPXWW/Hyl78cADA1NYU77rgDn/rUpwAABxxwAEZHR3HrrbfixBNPBACsXbsWDzzwANasWaOMe3x8HOPj4+kTrk9tlVHmW24VPtRaIrWq5BvynhLtxsrAQo3riW20X+c2tXKISvqHBsUf9XcVo6rfqjbUImY1TosyVdYczjJRnEaF5JYtW/DrX/86+v+RRx7Bfffdh6VLl+IFL3gBVq9ejYsuugh77rkn9txzT1x00UWYN28eTjrpJADA4sWLceqpp+LMM8/EsmXLsHTpUpx11lnYb7/9ol1ci1LFQ2rkAdSO1H6UuWh5EqvJWKMC1VVmi6FS8ZTJJgztyqdu53hIXRAXeXXgQh5jVCgGnStriKv5agNUd1ZxWkC5ClWZFWiNpJxGheRPfvITvP71r4/+D6ebnnLKKbjmmmtw9tlnY/v27Tj99NOxYcMGHHTQQbjllluib0gCwKWXXoqRkRGceOKJ2L59Ow477DBcc8015t+QBCqf2tqGDtB1T2ITdVjJAIBN3G9WdmhTOWv0imcKsao9YBbWslb+Iq3JC1ibQdCm50BCG96DBFGYjjTvKp7T1j/7NLVVCuO87Xe2PJs2bcLixYvxh4f8LUZG5jSdHbt4TWdgiBOCzIEsEO3BiTYL1N5uXdgwp06q/1xHxfFLaL3R1jRUfUTNtPKZ9fWDzsxM4Ht3fQIbN27EokWLqsuTZUKN8Iq3/x16Y3Y1Qn9qAvfecG7r6kTE2TWSjcC5m+uByhizBg95aXJEa+NrMgEyDrpMBeKnrhd7bvu1mY2GN7lqHRXXhTPGoyPZIPRxpu0QzVGnjVcEsY22vL3S1FY5JCTbgAsPn45Qq7JDa1CkVoEznq4EuvXoZP5dbgK56wDtZj7z/rhWTy39pmVtfY6j5RdpW/9LtBzXxZOL0DNKVAQJSYEqRhvagBM7N+YJk6ZeHBVNDW674dX2/NuiUU94RtLOeFK1IikfRRa1t1WaxloeEgqE63TtmROoyg5uvX1NaySlkJAUcXVqa1E0jby6Hu7avnuXh4nxSwZNd7EwSNDodO0qHxntzYI60l/WVIzG64v6s3yavkfErKD1ogowf1bo2eokJCRFXP6OZJGB/7of2hzDt46O0wnvKlE9NjxhTRvVLq8ppkckohbx13RbTEJ9ZO10QlgQ1dHGZzKZ5RYWIQk9p2lISApU/fmPUtPAXGi8uWuZasikA2K1CZrYRTOrLhvf1bMNL9Ump2t3bE2xk9Ql/hy/V13tc4kKcLwtdwKqYqJmSEjWiOvGmzNeClemwOZR44YzrhlrruWnbpzwfGe1v6Y9XHV/dqjp8orU3Ee1/ll0qU8n2gs1I22askVdt4FzqWL5W9vrBCQk4/i8to9X147Gh8PrfMid3FXSVBd2oAOY9RQcDJh164qB7qwtbuC5bVzszda+apYWm7BP60WQKVXYwl21r2c5JCQFGBx44RuiPcWwqQdYIWDr7pS1phW37N4TAkWdwy4YBxlt0wnBGgVyoK5qoNZ3gEt16lBWmmbWiQaiejoqokz6y6ZXxJSFviMph4SkiEu7tjq242oWmUZoXZ1njseVDIPmqfTbky7fXhfWFgNOCNZWU2cf4uD9oD7UMh0VFkRxOtcPJ/uMtvch9PkPKSQkRTiqa+imRrRrD5wjRqhStHbhpawx/bjNdNEQddLTrcpSB+u/cer8apHr968LffAspXMCpsu43g9k0eKsE2pISNZFGx7+zHWLbnzn0bUXntXdS8kQcwvH1hWLOLnGWIXt8RHXypegkTbRwr7Dtb6cqIE22EFdgOq5Epgf/NiOs+2QkBTx0f5J3Fnk7aToyuYdTXeCBt5jMobah/PrikUcWWMsYjxFuenHuen+BGi0LXWij3LhHhLNQm3ADk0Klw6IJiINCUmBqr8jWTW5Bl6TD7FMxDZZ1654X4nyGAobFw1r56ZsZ3hj29xHpmiofp1og126j1nMlnISaUi4aFFXn976dwetkZRCQlLEpc12VGRO+2w+70ox20SHnuWBdaCuCNj5Fmdb7qVjU7ad2CTLUWq/Hy61YZfyUiUkMogELthQzmGzTqh+OwkJSREXhGSeYd10/kQkeW2iI3ZKvLpA3R+DL4NL7bksrj67inw54RVrE7Xu2urgzZkF/SkJCSIXaiNydOql5XVHn/+QQ0JSpOo1kjoGvosPmitrGZUGsYN1pkkln8SYBQZf7bTh2XXlOZ0t1Fmvjj7Tbe57a4HqZ3ZB9zuNr/ib6AwkJOvE9YdIZSw30TnKjGLXO+kCopAMMTdwen2xDNfWHM92am4fTvcbLuetSaheZi+uvT+IYlQxa7ED/QIJSYG2b7ZjgtRwdmkzHhfvg6tTFwl9WurVTj2vZJg4S+1tyeW263LeXIKe51mH6++cKmh7mWlqqxwSkiIurJG0jYOGs3MiVoQ26Gk/bd+R15G1xzpUMjW7AK7WT+3tzdV6CHGln28hzrZxwh5dv8ddL98shYSkSJuFpMvroxJ5c+GFSBv0tBDdTYQcaF9GJNuii/l3cEBKC1fy10Q+HO7LnG83bYPqs5t07b62vTz0+Q8pJCRF/Ar81lUg+8abSw+oa4Zxizw8swljb5bDhrERrk/jbuP6ZF2aLkcDbdjpvs7lvHUBqt/u0IVPMnWhDEQKEpIiLnokpdNAHctjUtg2XYeuCVlXqeMbjo5/97QuYqLZNUHsurCtggbvQSPt3uV76nLeuoJrNgNRnDY/L23OO2iNpAoSkiJNC8m2eAJSG380nEfXhGxTmArDOuqJ7kXwr0P1QBv3DGnsvpCYTNP0e2S24Ho7IPRp271sW34JLUhIitQtJNviOXMtn64J2aqQTWHOoun7Mptx7RmRMcijS6LWCWaLmHS9n6R2WT1Ux92kLfe1LflUQZ//kEJCUoBxDlbhy5a3yXMmGsYu5NO1/Ngg99uFHSlnlwmfaZfbJGtBHpumkc1waEfXCJfz1maoXmcNVdqutqBBzG5CQlKkitEGQSy4/KA7KXK7JB7bMm2Z0CO8nw4/0wACoUvtLJsm7iF9FmSIy3lrAS7bFURNtOUZaks+FdAaSTkkJEVsCcm2CCAHRW5M0Lpcdypc/gwLUZ42efcYc1/oukDX1ys62lZdeee0CkfvJdEwbWkXbcmnCvr8hxQSkiJlhGQLxaNT+QzXb7XQuGi9+CWI2UjHBaSTfSn1j9lQ/RAmtK29tC2/hBYkJEX8AsMNbVojBbiXzzZ5eJK0WPwSxeDJT2W4TPhM2fjMS1dosJ+prZ9woS91IQ+uQXVClKXttkbL809TW+WQkBTR9UjGvgnnaCtw3UvWAQHZyrwTpWD9NoqzIM+pddCzhEYHeurqI5rsi6gfdNcOINpLF5+rLpaJICFZCJcfBtc3AWmDBzcLRpuXEAjaQKvEpCCCgdbl3QgXns8uf6PV1XdLnbjQxohuQW3KfXxuv//rQH9KQlKk7u9I2qQtXrK2f/y8TVMbiWpp89RRVT/RlrK41s/VlR/6ZIg5prOMTK4jCFP8thtBZaBnqizf+9738OlPfxr33HMP1q5dixtvvBHHH398o3kiISnic7RO6XgDZdOGl14XvHmzxatDGCC0ibZPHy1qdFedpmt0db1jG+8FMMuNc8JZ2vo8VUXb68OBXVu3bt2Kl770pXj3u9+Nt771rZYzUwwSkiJt80gy1r4XqNchl16yrZCwJPqzoU20qI+0QZfXObbt/QG06x1NzAo4tUk9qJ5Kc/TRR+Poo49uOhsxSEgKcM5b0SGwtkxjldFGw8UGXRLQhD6yZ7ST4rIj1DZFtYF+sI3vC5CRTjhGB9a0NQVv+SAkQwW7tg5+b9q0KXZ8fHwc4+PjdhOrCBKSIuHnP/jgJc/cNP5b9QmCJAOjgM02Y7rfL3d9G+vL1ABsYxmrhAYf7DMLBJyzwosMcMJ1+Cwd6K4LV/smXaqYtTiIb9WqVbHD5513Hs4//3y7aVUECUkRvw9AMPh5303jtg9nRa4uqZGptq8tq5q2d8A6ZJRx1g08AGaDD7OxfkQceD5qF3CuCDMyvglXcKAfIDLwSw6od5jHH38cixYtiv5vizcSICEZh8u29uVuihxXRW5Rkv1Ly4UyYZdap8S4+LznUdKAalKoO+tBk1GneHNJoLXpHhHtxZXBEaIaWt6PMF7B1NZBfIsWLYoJyTZBQlKE+5Du2uq7KmoGLbCNhm8eXDFy1SXxTLiJ7qBphwY72r52xRp1izfXDCsy5ImiuDTwQbgJtZFOQkJSxFcMN3iON36Z4dshIzeOhqHTRWFNuIdqsCMPGgypl6bFmivijIy4crhyHwmirTTdF5fFgc9/bNmyBb/+9a+j/x955BHcd999WLp0KV7wghdYzpweJCQFOOfykfk+b+EarQwjt+tCy8Y0/M4KcaJ5KniZdvWZdt14d0GcuV5HFdCq6dAEQQCg59YGP/nJT/D6178++v+MM84AAJxyyim45pprGskTCUkR3weY3DDgXdpBMfmtuwzaJ6BtQYvCZwVdEWDUXO3giCjrnME1Wz/7RBDEEBcG3krAOAez3DebxnfooYc6934gISnCM/zWs/RFaNxcuyS4ie5jMKiiy+wdfHEH1160EV18j7ha1wRBuAX1FZ2EhKRIhkcSAIkkHcp+L1EGGeZEi3D2VdlE/9VF4ZSki8bRbLhvBEHUS8s9klDsx1k6zpZDQlKA85zdCwciiTwOBNFCZvtAUBWDPG2mY2LJWS8sQRAE2j/m5sLUVhchISmi2rU1Qe1b5XdlHRdBNEkHhFQXBrFI8Ag4siaTIAiicqjv7ySdEZKXX345Pv3pT2Pt2rXYZ599cNlll+G1r32tWSSq70g2TfvtX9oFlSAsQN97dIS2T9EiCIKom7b3mw58/sNFOiEk/9//+39YvXo1Lr/8cvyf//N/8MUvfhFHH300HnroIaPvqnCfg2t4JIkidEENE0S1sI7PPuDkgSMIoou4IpIcHrSn2SjdpBNC8pJLLsGpp56K9773vQCAyy67DN/5zndwxRVX4OKLL9aPyFWPJEEQswJO4y1El7FpSHZgmjeA/DrpSjnLQiJED9lLxJU25IrYLgrn9tthB9p164Xk1NQU7rnnHnzkIx+JHT/yyCNx1113Sa+ZnJzE5ORk9P/GjRsBADN8qhM3lSAIgiA6zWx5Vc+WchLV4UgbmsE0APJMdo3WC8mnn34a/X4fy5cvjx1fvnw51q1bJ73m4osvxgUXXJA6fif+o5I8EgRBEARBEMRsZ/PmzVi8eHHT2TCG6e3HaRxn22m9kAxJ7mbIOVfucHjOOefgjDPOiP5/7rnnsOuuu+Kxxx5rZeMmAjZt2oRVq1bh8ccfx6JFi5rODlEQuo/dge5lN6D72A3oPnaDtt5Hzjk2b96MlStXNp0VwiKtF5I77LADer1eyvu4fv36lJcyZHx8HOPj46njixcvbtVDSchZtGgR3ccOQPexO9C97AZ0H7sB3cdu0Mb72GpnDa2RlOLu9k6ajI2N4YADDsCtt94aO37rrbfikEMOaShXBEEQBEEQBEF0AeZX89N2Wu+RBIAzzjgD73znO3HggQfi4IMPxpVXXonHHnsM73vf+5rOGkEQBEEQBEEQROfohJB829vehmeeeQYf//jHsXbtWuy77774j//4D+y6665a14+Pj+O8886TTncl2gPdx25A97E70L3sBnQfuwHdx25A97EhaGqrFMZpH16CIAiCIAiCIIgYmzZtwuLFi3Hoq87FyMgcq3HPzEzg9h//HTZu3Ni69a4hnfBIEgRBEARBEARBVAKH/W9ydsCV1/rNdgiCIAiCIAiCIIh6IY8kQRAEQRAEQRCEAsY5mOXVgLbjawLySBIEQRAEQRAEQRBGzHohefnll2P33XfHnDlzcMABB+D73/9+01n6/7d39zFV1v8fx18n9AASo8DBiSUON5YklArdgJr1zVjmTfdmKrhplpuSSPmFb5r6cxPSprVSUWrdbOXwH01rRZ3KUU4NBlKmlbVI0iTS4fFebs7n98cvz68jHPuedg7nHM7zsV1/8Lk+Xftce43lm/d1fS78RXl5uW655RbFxsYqMTFRDzzwgH744Qe3OcYYLV++XMnJyYqOjtadd96pAwcOuM25ePGiCgsLNXDgQMXExGjy5Mk6cuRIb94K/qK8vFwWi0VFRUWuMXIMDUePHtWMGTOUkJCgAQMGaPjw4aqvr3edJ8fQ0NnZqSVLlig1NVXR0dEaMmSIVqxYIafz/z9sRpbB54svvtCkSZOUnJwsi8Wi9957z+28rzJra2tTfn6+4uLiFBcXp/z8fJ08edLPdxc+rpRjR0eHSkpKlJmZqZiYGCUnJ6ugoEC//fab2zXIsZdd2rXV10eIC+tCcsuWLSoqKtLixYu1b98+jRkzRuPHj1dzc3Ogl4Y/1dTUaN68edq7d6/sdrs6OzuVl5ens2fPuuasXr1aa9eu1bp161RXVyebzaZ77rlHp0+fds0pKirStm3bVFVVpV27dunMmTOaOHGiurq6AnFbYa2urk6VlZW66aab3MbJMfi1tbVp1KhR6t+/vz766CMdPHhQa9as0TXXXOOaQ46hYdWqVdq4caPWrVun7777TqtXr9aLL76oV1991TWHLIPP2bNndfPNN2vdunU9nvdVZtOmTVNjY6Oqq6tVXV2txsZG5efn+/3+wsWVcjx37pwaGhr0/PPPq6GhQVu3btWhQ4c0efJkt3nk2MuMJKePj9CvIyUTxm699VYzd+5ct7GhQ4ea0tLSAK0If6e1tdVIMjU1NcYYY5xOp7HZbOaFF15wzblw4YKJi4szGzduNMYYc/LkSdO/f39TVVXlmnP06FFz1VVXmerq6t69gTB3+vRpk5aWZux2uxk7dqxZsGCBMYYcQ0VJSYkZPXq0x/PkGDomTJhgZs2a5Tb20EMPmRkzZhhjyDIUSDLbtm1z/eyrzA4ePGgkmb1797rm7Nmzx0gy33//vZ/vKvxcnmNPamtrjSRz+PBhYww59iaHw2EkmbtG/sfcc8v/+PS4a+R/jCTjcDgCfZv/WNh2JNvb21VfX6+8vDy38by8PO3evTtAq8LfcTgckqT4+HhJUlNTk1paWtxyjIyM1NixY1051tfXq6Ojw21OcnKyMjIyyLqXzZs3TxMmTNC4cePcxskxNOzYsUPZ2dl69NFHlZiYqBEjRui1115znSfH0DF69Gh99tlnOnTokCTp66+/1q5du3TfffdJIstQ5KvM9uzZo7i4ON12222uObfffrvi4uLINUAcDocsFovr6Q9y7H2XNtvx9RHqwnbX1uPHj6urq0tJSUlu40lJSWppaQnQqnAlxhgVFxdr9OjRysjIkCRXVj3lePjwYdccq9Wqa6+9ttscsu49VVVVamhoUF1dXbdz5Bgafv75Z1VUVKi4uFjPPfecamtr9fTTTysyMlIFBQXkGEJKSkrkcDg0dOhQRUREqKurSytXrtTjjz8uid/JUOSrzFpaWpSYmNjt+omJieQaABcuXFBpaammTZvm+mg9OSJYhG0heYnFYnH72RjTbQzBYf78+frmm2+0a9eubuf+SY5k3Xt+/fVXLViwQJ988omioqI8ziPH4OZ0OpWdna2ysjJJ0ogRI3TgwAFVVFSooKDANY8cg9+WLVv0zjvvaPPmzRo2bJgaGxtVVFSk5ORkzZw50zWPLEOPLzLraT659r6Ojg5NnTpVTqdTGzZs+Nv55OhHRr7fHCf0G5Lhu9nOwIEDFRER0e2vMq2trd3+mofAKyws1I4dO7Rz505df/31rnGbzSZJV8zRZrOpvb1dbW1tHufAv+rr69Xa2qqsrCz169dP/fr1U01NjV555RX169fPlQM5BrfrrrtON954o9tYenq6a4Myfh9Dx6JFi1RaWqqpU6cqMzNT+fn5WrhwocrLyyWRZSjyVWY2m02///57t+v/8ccf5NqLOjo6NGXKFDU1Nclut7u6kRI5IniEbSFptVqVlZUlu93uNm6325WbmxugVeFyxhjNnz9fW7du1eeff67U1FS386mpqbLZbG45tre3q6amxpVjVlaW+vfv7zbn2LFj+vbbb8m6l9x9993av3+/GhsbXUd2dramT5+uxsZGDRkyhBxDwKhRo7p9fufQoUMaPHiwJH4fQ8m5c+d01VXu/wSIiIhwff6DLEOPrzLLycmRw+FQbW2ta85XX30lh8NBrr3kUhH5448/6tNPP1VCQoLbeXIMAD7/0aOwfrS1uLhY+fn5ys7OVk5OjiorK9Xc3Ky5c+cGemn407x587R582Zt375dsbGxrr+0xsXFKTo62vUtwrKyMqWlpSktLU1lZWUaMGCApk2b5po7e/ZsPfPMM0pISFB8fLyeffZZZWZmdtv0Bf4RGxvreq/1kpiYGCUkJLjGyTH4LVy4ULm5uSorK9OUKVNUW1uryspKVVZWShK/jyFk0qRJWrlypVJSUjRs2DDt27dPa9eu1axZsySRZbA6c+aMfvrpJ9fPTU1NamxsVHx8vFJSUnySWXp6uu69917NmTNHmzZtkiQ9+eSTmjhxom644Ybev+k+6Eo5Jicn65FHHlFDQ4M++OADdXV1uf7tEx8fL6vVSo4IHr2/UWxwWb9+vRk8eLCxWq1m5MiRrs9KIDjoz6fSLz/efPNN1xyn02mWLVtmbDabiYyMNHfccYfZv3+/23XOnz9v5s+fb+Lj4010dLSZOHGiaW5u7uW7wV/99fMfxpBjqHj//fdNRkaGiYyMNEOHDjWVlZVu58kxNJw6dcosWLDApKSkmKioKDNkyBCzePFic/HiRdccsgw+O3fu7PH/iTNnzjTG+C6zEydOmOnTp5vY2FgTGxtrpk+fbtra2nrpLvu+K+XY1NTk8d8+O3fudF2DHHvHpc9//CuzxOQNX+rT41+ZJSH/+Q+LMX2grwoAAAAAPnTq1CnFxcXp7ox/q19EpE+v3dl1UZ99u1oOh8PtHdhQErbvSAIAAAAA/pmwfkcSAAAAAK7IH5vj9IGHQulIAgAAAAC8QkcSAAAAADyhI9kjOpIAAAAAAK/QkQQAAAAAT+hI9oiOJAAAAADAK3QkAQAAAMATpySLH64Z4uhIAgCCXldXl3Jzc/Xwww+7jTscDg0aNEhLliwJ0MoAAH2dxRi/HKGOQhIAEPQiIiL09ttvq7q6Wu+++65rvLCwUPHx8Vq6dGkAVwcAQPjh0VYAQEhIS0tTeXm5CgsLddddd6murk5VVVWqra2V1WoN9PIAAH0Vm+30iEISABAyCgsLtW3bNhUUFGj//v1aunSphg8fHuhlAQAQdigkAQAhw2KxqKKiQunp6crMzFRpaWmglwQA6OucRrL4uIPoDP2OJO9IAgBCyhtvvKEBAwaoqalJR44cCfRyAAAISxSSAICQsWfPHr300kvavn27cnJyNHv2bJk+8J4JACCIXXpH0tdHiKOQBACEhPPnz2vmzJl66qmnNG7cOL3++uuqq6vTpk2bAr00AADCDoUkACAklJaWyul0atWqVZKklJQUrVmzRosWLdIvv/wS2MUBAPowf3Qj6UgCAOB3NTU1Wr9+vd566y3FxMS4xufMmaPc3FwecQUA+A+PtvaIXVsBAEFv7Nix6uzs7PHcxx9/3MurAQAAFJIAAAAA4InTD4+i8vkPAAAAAEC4oSMJAAAAAJ4Y5/8dvr5miKMjCQAAAADwCh1JAAAAAPDEH7us9oFdW+lIAgAAAAC8QkcSAAAAADxh19YeUUgCAAAAgCc82tojHm0FAAAAAHiFjiQAAAAAeGLkh46kby8XCHQkAQAAAABeoSMJAAAAAJ7wjmSP6EgCAAAAALxCRxIAAAAAPHE6JTn9cM3QRkcSAAAAAOAVOpIAAAAA4AnvSPaIQhIAAAAAPKGQ7BGPtgIAAAAAvEJHEgAAAAA8cRpJPu4gOulIAgAAAADCDB1JAAAAAPDAGKeM8e3nOnx9vUCgIwkAAAAA8AodSQAAAADwxBjfv9PIrq0AAAAAgHBDRxIAAAAAPDF+2LW1D3QkKSQBAAAAwBOnU7L4eHMcNtsBAAAAAIQbOpIAAAAA4AmPtvaIjiQAAAAAwCt0JAEAAADAA+N0yvj4HUnDO5IAAAAAgHBDRxIAAAAAPOEdyR7RkQQAAAAAeIWOJAAAAAB44jSShY7k5SgkAQAAAMATYyT5eHOcPlBI8mgrAAAAAMArdCQBAAAAwAPjNDI+frTV0JEEAAAAAIQbOpIAAAAA4IlxyvfvSPr4egFARxIAAAAAQsCGDRuUmpqqqKgoZWVl6csvvwzYWigkAQAAAMAD4zR+Oby1ZcsWFRUVafHixdq3b5/GjBmj8ePHq7m52Q93/fcoJAEAAAAgyK1du1azZ8/WE088ofT0dL388ssaNGiQKioqArIeCkkAAAAA8MQ4/XN4ob29XfX19crLy3Mbz8vL0+7du315t/81NtsBAAAAAA861SH5+GsdneqQJJ06dcptPDIyUpGRkd3mHz9+XF1dXUpKSnIbT0pKUktLi28X91+ikAQAAACAy1itVtlsNu1q+dAv17/66qs1aNAgt7Fly5Zp+fLlHv8bi8Xi9rMxpttYb6GQBAAAAIDLREVFqampSe3t7X65fk9FYE/dSEkaOHCgIiIiunUfW1tbu3UpewuFJAAAAAD0ICoqSlFRUYFehqxWq7KysmS32/Xggw+6xu12u+6///6ArIlCEgAAAACCXHFxsfLz85Wdna2cnBxVVlaqublZc+fODch6KCQBAAAAIMg99thjOnHihFasWKFjx44pIyNDH374oQYPHhyQ9ViMMT7egwgAAAAA0JfxHUkAAAAAgFcoJAEAAAAAXqGQBAAAAAB4hUISAAAAAOAVCkkAAAAAgFcoJAEAAAAAXqGQBAAAAAB4hUISAAAAAOAVCkkAAAAAgFcoJAEAAAAAXqGQBAAAAAB4hUISAAAAAOCV/wVPtOyVVrTBxwAAAABJRU5ErkJggg==",
"text/plain": [
"<Figure size 1000x500 with 2 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"# obs = model_env.reset()\n",
"# model_env = model.get_env()\n",
"model_env.envs[0].render()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"plt.plot(np.array(model_env.envs[0].fifo_states))\n",
"plt.plot(np.array(model_env.envs[0].target_states))"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"offset = np.array([0, -8, +8], dtype=np.float32)\n",
"action_offset = [action*8+offset for action in action_list]\n",
"# target_states = model_env.envs[0].target_states.copy()\n",
"sense_list = np.array(obs_list)[:, 6:12]\n",
"for i in range(6):\n",
" norm_factor = model_env.envs[0].sens_norm_fact[i]\n",
" diviation = model_env.envs[0].sens_deviation[i]\n",
" # target_states[:, i] = (target_states[:, i] * norm_factor + diviation) / 78 / U0\n",
" sense_list[:, i] = (sense_list[:, i] * norm_factor + diviation) / 78 / U0\n",
"force_list = np.array(obs_list)[:, 0:6] * model_env.envs[0].force_norm_fact / (L0*U0*U0)\n",
"# force_list = np.array(obs_list)[:, 0:6]\n",
"force_list = np.array(force_list)\n",
"drag = force_list[:, 0] + force_list[:, 2] + force_list[:, 4]\n",
"lift = force_list[:, 1] + force_list[:, 3] + force_list[:, 5]\n",
"plt.figure(figsize=(15, 10))\n",
"plt.subplot(2, 3, 1)\n",
"plt.plot(np.array(sense_list))\n",
"# plt.plot(np.array(model_env.envs[0].target_states))\n",
"# plt.plot(np.array(obs_list)[:, 6:12])\n",
"plt.title(\"Sensors\")\n",
"plt.subplot(2, 3, 2)\n",
"plt.plot(drag, label=\"Drag\")\n",
"plt.plot(lift, label=\"Lift\")\n",
"plt.title(\"Forces\")\n",
"plt.subplot(2, 3, 3)\n",
"plt.plot(np.array(action_offset))\n",
"plt.title(\"Actions\")\n",
"plt.subplot(2, 3, 4)\n",
"# plt.plot(reward_list)\n",
"plt.plot(np.array(model_env.envs[0].target_states)[:, 0:6] / 78 / U0)\n",
"plt.title(\"Target Sensors\")\n",
"plt.subplot(2, 3, 5)\n",
"# plt.plot(np.array(r_sim_list))\n",
"plt.plot(np.array(model_env.envs[0].target_states)[:, 0:2] / model_env.envs[0].force_norm_fact)\n",
"plt.title(\"Target Forces\")\n",
"plt.subplot(2, 3, 6)\n",
"# plt.plot(np.array(model_env.envs[0].target_states)[:, 2:14] / 78 / U0)\n",
"# plt.plot(reward_list)\n",
"# plt.title(\"Rewards\")\n",
"# plt.subplot(3, 3, 7)\n",
"plt.plot(np.array(r_cl_list), label=\"r_cl\")\n",
"plt.plot(np.array(r_cd_list), label=\"r_cd\")\n",
"plt.plot(np.array(r_sim_list), label=\"r_sim\")\n",
"plt.title(\"Rewards Breakdown\")\n",
"plt.tight_layout()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"from scipy.interpolate import interp1d\n",
"from scipy.fft import rfft, rfftfreq\n",
"\n",
"def interpolate_highres(data, upsample=10, kind='cubic'):\n",
"\n",
" N = data.shape[0]\n",
" t = np.arange(N)\n",
" t_high = np.arange(0, N-1+1e-8, 1/upsample)\n",
" f_interp = interp1d(t, data, axis=0, kind=kind)\n",
" data_high = f_interp(t_high)\n",
" return t_high, data_high\n",
"\n",
"def detect_period(data_high, dt_high):\n",
"\n",
" N = data_high.shape[0]\n",
" xf = rfftfreq(N, dt_high)\n",
" yf = np.abs(rfft(data_high - np.mean(data_high)))\n",
" main_freq = xf[1:][np.argmax(yf[1:])]\n",
" period = 1 / main_freq\n",
" return period\n",
"\n",
"def phase_average(data_high, t_high, period, n_phase=100):\n",
"\n",
" period_starts = np.arange(t_high[0], t_high[-1] - period, period)\n",
" all_periods = []\n",
" for ps in period_starts:\n",
" mask = (t_high >= ps) & (t_high < ps + period)\n",
" t_seg = t_high[mask]\n",
" if len(t_seg) < 2:\n",
" continue\n",
" phase = (t_seg - ps) / period\n",
" phase_new = np.linspace(0, 1, n_phase)\n",
" segs = []\n",
" for i in range(data_high.shape[1]):\n",
" data_seg = data_high[mask, i]\n",
" f = interp1d(phase, data_seg, kind='linear', fill_value='extrapolate')\n",
" data_interp = f(phase_new)\n",
" segs.append(data_interp)\n",
" segs = np.stack(segs, axis=1) # (n_phase, M)\n",
" all_periods.append(segs)\n",
" all_periods = np.array(all_periods)\n",
" smooth_cycle = np.mean(all_periods, axis=0)\n",
" return smooth_cycle\n",
"\n",
"def simple_fft(data, dt=1.0):\n",
"\n",
" data = np.array(data)\n",
" if data.ndim == 1:\n",
" data = data.reshape(-1, 1)\n",
" \n",
" N = data.shape[0]\n",
" freqs = rfftfreq(N, dt)\n",
" amplitudes = np.abs(rfft(data - np.mean(data, axis=0), axis=0))\n",
" \n",
" amplitudes = amplitudes / N * 2\n",
" amplitudes[0] = amplitudes[0] / 2\n",
" \n",
" if data.shape[1] == 1:\n",
" amplitudes = amplitudes.flatten()\n",
" \n",
" return freqs, amplitudes"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"t_high, action_offset_high = interpolate_highres(np.array(action_offset))\n",
"_, sense_list_high = interpolate_highres(np.array(sense_list))\n",
"# _, sense_list_high = interpolate_highres(np.array(states_list)[:, 2:8])\n",
"_, force_list_high = interpolate_highres(np.array(force_list))\n",
"\n",
"period = detect_period(sense_list_high[:, 1], dt_high = t_high[1] - t_high[0])\n",
"print(f\"检测到主周期约为 {period:.3f}\")\n",
"\n",
"action_cycle = phase_average(action_offset_high, t_high, 3*period)\n",
"sense_cycle = phase_average(sense_list_high, t_high, 3*period)\n",
"force_cycle = phase_average(force_list_high, t_high, 3*period)\n",
"\n",
"plt.figure(figsize=(15, 10))\n",
"plt.subplot(3, 3, 1)\n",
"plt.plot(action_cycle)\n",
"plt.title(\"Action Cycle\")\n",
"plt.subplot(3, 3, 2)\n",
"plt.plot(sense_cycle)\n",
"plt.title(\"Sensor Cycle\")\n",
"plt.subplot(3, 3, 3)\n",
"plt.plot(force_cycle)\n",
"plt.title(\"Force Cycle\")\n",
"data = {}\n",
"for i in range(3):\n",
" data[\"action\" + str(i+1)] = np.array(action_cycle)[:, i]\n",
"for i in range(3):\n",
" data[\"cd\" + str(i+1)] = np.array(force_cycle)[:, 2*i]\n",
" data[\"cl\" + str(i+1)] = np.array(force_cycle)[:, 2*i+1]\n",
"for i in range(6):\n",
" data[\"sensor\" + str(i+1)] = np.array(sense_cycle)[:, i]\n",
" # data[\"target\" + str(i+1)] = np.array(model_env.envs[0].target_states)[:, i] / 78 / U0\n",
"# data[\"reward\"] = np.array(reward_list)[:, 0]\n",
"# data[\"sim\"] = np.array(r_sim_list)\n",
"\n",
"df = pd.DataFrame(data)\n",
"df.to_csv(os.path.join(parent_dir, \"output\", \"250729\", \"data\", \"period_illusion.csv\"), index=False)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"def get_nondim_freq(lift, dt, L0, U0):\n",
" lift = np.array(lift)\n",
" lift = lift - np.mean(lift) # 去均值\n",
" N = len(lift)\n",
" fft = np.fft.fft(lift)\n",
" freqs = np.fft.fftfreq(N, d=dt)\n",
" idx = np.argmax(np.abs(fft[1:N//2])) + 1 # 跳过直流分量\n",
" f = np.abs(freqs[idx])\n",
" St = f * L0 / U0 # Strouhal数\n",
" return St, f\n",
"\n",
"dt = 400/1000\n",
"target_lift = np.array(model_env.envs[0].target_states)[:, 1] / model_env.envs[0].force_norm_fact\n",
"St1, f1 = get_nondim_freq(lift, dt, L0, U0)\n",
"St2, f2 = get_nondim_freq(target_lift, dt, L0, U0) # lift2为另一个序列\n",
"\n",
"rel_err = np.abs(St1 - St2) / St2\n",
"print(f\"St1={St1:.4f}, St2={St2:.4f}, 相对误差={rel_err:.2%}\")"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"from sklearn.linear_model import LinearRegression\n",
"import pickle\n",
"\n",
"X = np.array(obs_list) # (N, 12)\n",
"Y = np.array(action_list) # (N, 3)\n",
"N = X.shape[0]\n",
"\n",
"# 设定目标值setpoint可以用目标状态的均值或某个常量\n",
"# 这里假设目标为0向量如需自定义请替换\n",
"setpoint = np.zeros(12)\n",
"\n",
"# 误差\n",
"errors = setpoint - X # (N, 12)\n",
"# 积分项\n",
"i_errors = np.cumsum(errors, axis=0) # (N, 12)\n",
"# 微分项\n",
"d_errors = np.diff(errors, axis=0, prepend=errors[0:1, :]) # (N, 12)\n",
"\n",
"# 拼接特征 [P, I, D]\n",
"features = np.concatenate([errors, i_errors, d_errors], axis=1) # (N, 36)\n",
"\n",
"pid_regs = []\n",
"for i in range(3):\n",
" reg = LinearRegression()\n",
" reg.fit(features, Y[:, i])\n",
" pid_regs.append(reg)\n",
" print(f\"第{i+1}个输出的PID系数 shape:\", reg.coef_.shape) # (36,)\n",
" print(f\"第{i+1}个输出的PID系数:\", reg.coef_)\n",
" print(f\"第{i+1}个输出的偏置:\", reg.intercept_)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"from sklearn.linear_model import SGDRegressor\n",
"import numpy as np\n",
"\n",
"# 1. 先用历史数据全量拟合\n",
"X = np.array(obs_list) # (N, 12)\n",
"Y = np.array(action_list) # (N, 3)\n",
"setpoint = np.zeros(12)\n",
"errors = setpoint - X\n",
"i_errors = np.cumsum(errors, axis=0)\n",
"d_errors = np.diff(errors, axis=0, prepend=errors[0:1, :])\n",
"features = np.concatenate([errors, i_errors, d_errors], axis=1) # (N, 36)\n",
"# 先用线性回归全量拟合\n",
"pid_regs = []\n",
"for i in range(3):\n",
" reg = LinearRegression()\n",
" reg.fit(features, Y[:, i])\n",
" pid_regs.append(reg)\n",
"# 用线性回归参数初始化SGDRegressor\n",
"sgd_regs = []\n",
"for i in range(3):\n",
" sgd = SGDRegressor(max_iter=1, learning_rate='invscaling', eta0=0.001, tol=1e-3)\n",
" # 先用一小批数据fit一次建立coef_和intercept_\n",
" sgd.partial_fit(features[:10], Y[:10, i])\n",
" # 再赋值\n",
" sgd.coef_ = pid_regs[i].coef_.copy()\n",
" sgd.intercept_ = np.array([pid_regs[i].intercept_])\n",
" sgd_regs.append(sgd)\n",
"\n",
"# 2. 在线微调(交替控制)\n",
"errors_hist = []\n",
"obs = model_env.reset()\n",
"setpoint = obs[0, :]\n",
"\n",
"for epoch in range(200):\n",
" # 1. DRL控制\n",
" drl_obs, drl_act = [], []\n",
" for i in range(100):\n",
" action, _ = model.predict(observation=obs, deterministic=True)\n",
" drl_obs.append(obs[0, :])\n",
" drl_act.append(action[0, :])\n",
" obs, _, _, _ = model_env.step(action)\n",
" drl_obs = np.array(drl_obs)\n",
" drl_act = np.array(drl_act)\n",
" \n",
" # 2. 用DRL数据微调PID\n",
" errors = setpoint - drl_obs\n",
" i_errors = np.cumsum(errors, axis=0)\n",
" d_errors = np.diff(errors, axis=0, prepend=errors[0:1, :])\n",
" features = np.concatenate([errors, i_errors, d_errors], axis=1).astype(np.float64)\n",
" for j in range(3):\n",
" sgd_regs[j].partial_fit(features, drl_act[:, j].astype(np.float64))\n",
" \n",
" # 3. PID控制\n",
" for i in range(epoch):\n",
" error = setpoint - obs[0, :]\n",
" errors_hist.append(error)\n",
" errors_hist_arr = np.array(errors_hist[-100:]) # 只保留最近100步\n",
" i_error = np.sum(errors_hist_arr, axis=0)\n",
" d_error = error - errors_hist_arr[-2] if len(errors_hist_arr) > 1 else error\n",
" feature = np.concatenate([error, i_error, d_error]).reshape(1, -1)\n",
" action = np.clip(np.array([sgd_regs[j].predict(feature)[0] for j in range(3)], dtype=np.float32), -0.6, 0.6)[np.newaxis, :]\n",
" obs, _, _, _ = model_env.step(action)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"def pid_predict(obs_new, errors_hist, setpoint, pid_regs):\n",
" # obs_new: (12,)\n",
" # errors_hist: (M, 12)历史误差序列M为历史步数\n",
" error = setpoint - obs_new\n",
" i_error = np.sum(errors_hist, axis=0)\n",
" d_error = error - errors_hist[-1]\n",
" feature = np.concatenate([error, i_error, d_error]).reshape(1, -1) # (1, 36)\n",
" actions = np.array([reg.predict(feature)[0] for reg in pid_regs]) # (3,)\n",
" return actions"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# 构造历史误差序列\n",
"errors_hist = []\n",
"\n",
"states_pid_list = []\n",
"reward_pid_list = []\n",
"action_pid_list = []\n",
"obs_pid_list = []\n",
"obs = model_env.reset()\n",
"setpoint = obs[0, :]\n",
"for i in range(300):\n",
" error = setpoint - obs[0, :]\n",
" errors_hist.append(error)\n",
" errprs_hist_arr = np.array(errors_hist)\n",
" if i < 100:\n",
" action, _states = model.predict(observation=obs, deterministic=True)\n",
" else:\n",
" action = pid_predict(obs[0, :], errprs_hist_arr, setpoint, pid_regs)\n",
" action = np.array(np.clip(action, -1, 1), dtype=np.float32)[np.newaxis, :]\n",
" obs, rewards, dones, info = model_env.step(action)\n",
" states = model_env.envs[0].flow_field.obs.copy()\n",
"\n",
" reward_pid_list.append(rewards)\n",
" action_pid_list.append(action[0,:])\n",
" states_pid_list.append(np.array(states))\n",
" obs_pid_list.append(obs[0,:])\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"# 画图对比第1个输出\n",
"plt.figure(figsize=(10, 5))\n",
"plt.plot(np.array(action_list)[:, 2], label='DRL')\n",
"plt.plot(np.array(action_pid_list)[:, 2], label='PID')\n",
"plt.xlabel('Time')\n",
"plt.ylabel('Action')\n",
"plt.legend()\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": []
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# LBM信号转换与FFT分析\n",
"\n",
"## 参数说明\n",
"- **LBM模拟参数**: 粘性ν=0.002, 流速U=0.01, 密度ρ=1, 圆柱直径D=40, 控制间隔400步\n",
"- **现实参数**: 圆柱直径D_real=36mm, 流速U_real=0.005284m/s, 雷诺数Re=200"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"LBM雷诺数 Re = 200.0\n",
"\n",
"LBM特征时间 t*_lbm = 4000.0 步\n",
"现实特征时间 t*_real = 6.8130 s\n",
"\n",
"1 LBM步 = 0.001703 s\n",
"控制间隔 (400步) = 0.6813 s\n",
"\n",
"速度换算: 模拟单位速度 × 0.005284 = 现实速度 (m/s)\n"
]
}
],
"source": [
"import numpy as np\n",
"import pandas as pd\n",
"import matplotlib.pyplot as plt\n",
"from scipy.fft import fft, ifft, fftfreq\n",
"import json\n",
"\n",
"# ==================== 1. 参数定义与单位换算 ====================\n",
"\n",
"# LBM模拟参数\n",
"nu_lbm = 0.002 # LBM粘性\n",
"U_lbm = 0.01 # LBM流速\n",
"rho_lbm = 1 # LBM密度\n",
"D_lbm = 40 # LBM圆柱直径\n",
"control_interval = 400 # 每400步做一次控制\n",
"\n",
"# 验证雷诺数\n",
"Re = U_lbm * D_lbm / nu_lbm\n",
"print(f\"LBM雷诺数 Re = {Re}\")\n",
"\n",
"# 现实世界参数\n",
"D_real = 0.036 # 现实圆柱直径 (m)\n",
"U_real = 0.005284 # 现实流速 (m/s)\n",
"\n",
"# 时间尺度换算\n",
"# 特征时间 t* = D/U\n",
"t_char_lbm = D_lbm / U_lbm # LBM特征时间 (步)\n",
"t_char_real = D_real / U_real # 现实特征时间 (s)\n",
"\n",
"print(f\"\\nLBM特征时间 t*_lbm = {t_char_lbm} 步\")\n",
"print(f\"现实特征时间 t*_real = {t_char_real:.4f} s\")\n",
"\n",
"# 单步LBM对应的现实时间\n",
"dt_real_per_lbm_step = t_char_real / t_char_lbm\n",
"print(f\"\\n1 LBM步 = {dt_real_per_lbm_step:.6f} s\")\n",
"\n",
"# 控制间隔对应的现实时间\n",
"dt_control_real = control_interval * dt_real_per_lbm_step\n",
"print(f\"控制间隔 ({control_interval}步) = {dt_control_real:.4f} s\")\n",
"\n",
"# 速度换算系数: 模拟中以U_lbm为单位的速度转换为现实m/s\n",
"velocity_scale = U_real # 因为模拟数据已经是以U_lbm为单位的无量纲值\n",
"print(f\"\\n速度换算: 模拟单位速度 × {velocity_scale} = 现实速度 (m/s)\")"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"数据列名: ['action1', 'action2', 'action3', 'cd1', 'cl1', 'cd2', 'cl2', 'cd3', 'cl3', 'sensor1', 'sensor2', 'sensor3', 'sensor4', 'sensor5', 'sensor6']\n",
"数据形状: (100, 15)\n",
"\n",
"前5行数据:\n",
" action1 action2 action3 cd1 cl1 cd2 cl2 \\\n",
"0 0.219772 -1.102502 0.785094 0.833128 -0.442332 0.605913 1.432663 \n",
"1 0.172939 -1.189193 0.705810 0.825710 -0.451864 0.561754 1.384577 \n",
"2 0.125060 -1.277674 0.660628 0.817200 -0.454893 0.538382 1.342992 \n",
"3 0.068533 -1.362991 0.631910 0.807906 -0.450888 0.535376 1.315636 \n",
"4 0.005777 -1.429859 0.614729 0.799177 -0.438877 0.550793 1.308386 \n",
"\n",
" cd3 cl3 sensor1 sensor2 sensor3 sensor4 sensor5 \\\n",
"0 1.409209 -2.234100 1.628976 -0.358234 1.106453 -0.857525 1.085309 \n",
"1 1.458620 -2.229482 1.674574 -0.291866 1.111415 -0.711050 1.029870 \n",
"2 1.495660 -2.195558 1.712737 -0.217691 1.116291 -0.520836 0.985981 \n",
"3 1.518787 -2.141293 1.733820 -0.128267 1.124613 -0.287110 0.955525 \n",
"4 1.528402 -2.074041 1.732470 -0.024555 1.138474 -0.031928 0.939950 \n",
"\n",
" sensor6 \n",
"0 -0.417791 \n",
"1 -0.345252 \n",
"2 -0.259184 \n",
"3 -0.162913 \n",
"4 -0.059992 \n",
"\n",
"前三列名称: ['action1', 'action2', 'action3']\n",
"原始模拟数据范围:\n",
" action1: [-0.1615, 0.4944]\n",
" action2: [-1.5130, -0.6257]\n",
" action3: [0.5151, 1.6279]\n",
"\n",
"现实世界数据范围 (m/s):\n",
" action1: [-0.000854, 0.002612]\n",
" action2: [-0.007995, -0.003306]\n",
" action3: [0.002722, 0.008602]\n",
"\n",
"数据点数: 100\n",
"总模拟时间: 39600 步 = 67.45 s\n"
]
}
],
"source": [
"# ==================== 2. 读取CSV数据并转换 ====================\n",
"\n",
"# 读取数据\n",
"csv_path = '/home/frank14f/Frank_LBM/output/250620/var_vis/02_time.csv'\n",
"df = pd.read_csv(csv_path)\n",
"\n",
"print(\"数据列名:\", df.columns.tolist())\n",
"print(f\"数据形状: {df.shape}\")\n",
"print(f\"\\n前5行数据:\\n{df.head()}\")\n",
"\n",
"# 提取前三列 (action1, action2, action3)\n",
"action_cols = df.columns[:3].tolist()\n",
"print(f\"\\n前三列名称: {action_cols}\")\n",
"\n",
"# 原始模拟数据 (以U_lbm为单位)\n",
"actions_sim = df[action_cols].values\n",
"print(f\"原始模拟数据范围:\")\n",
"for i, col in enumerate(action_cols):\n",
" print(f\" {col}: [{actions_sim[:, i].min():.4f}, {actions_sim[:, i].max():.4f}]\")\n",
"\n",
"# 转换为现实世界速度 (m/s)\n",
"actions_real = actions_sim * velocity_scale\n",
"print(f\"\\n现实世界数据范围 (m/s):\")\n",
"for i, col in enumerate(action_cols):\n",
" print(f\" {col}: [{actions_real[:, i].min():.6f}, {actions_real[:, i].max():.6f}]\")\n",
"\n",
"# 生成时间轴\n",
"n_samples = len(df)\n",
"t_sim = np.arange(n_samples) * control_interval # LBM步数\n",
"t_real = np.arange(n_samples) * dt_control_real # 现实时间 (s)\n",
"\n",
"print(f\"\\n数据点数: {n_samples}\")\n",
"print(f\"总模拟时间: {t_sim[-1]} 步 = {t_real[-1]:.2f} s\")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"action1 FFT分析结果:\n",
" 均值: 0.000851 m/s\n",
" 主要频率成分:\n",
" 1. f=0.0440 Hz, T=22.7101 s, A=0.001530 m/s, φ=91.7°\n",
" 2. f=0.0587 Hz, T=17.0326 s, A=0.000125 m/s, φ=-80.9°\n",
" 3. f=0.1321 Hz, T=7.5700 s, A=0.000114 m/s, φ=-64.3°\n",
" 4. f=0.0734 Hz, T=13.6260 s, A=0.000113 m/s, φ=-80.8°\n",
" 5. f=0.0294 Hz, T=34.0651 s, A=0.000097 m/s, φ=98.1°\n",
"\n",
"action2 FFT分析结果:\n",
" 均值: -0.005306 m/s\n",
" 主要频率成分:\n",
" 1. f=0.0440 Hz, T=22.7101 s, A=0.002254 m/s, φ=120.2°\n",
" 2. f=0.0881 Hz, T=11.3550 s, A=0.000431 m/s, φ=35.0°\n",
"\n",
"action3 FFT分析结果:\n",
" 均值: 0.004913 m/s\n",
" 主要频率成分:\n",
" 1. f=0.0440 Hz, T=22.7101 s, A=0.002672 m/s, φ=93.9°\n",
" 2. f=0.0881 Hz, T=11.3550 s, A=0.000641 m/s, φ=-169.7°\n",
" 3. f=0.0587 Hz, T=17.0326 s, A=0.000149 m/s, φ=-154.9°\n"
]
}
],
"source": [
"# ==================== 3. FFT分析 ====================\n",
"\n",
"def analyze_periodic_signal(signal, dt, name=\"signal\"):\n",
" \"\"\"\n",
" 对周期信号进行FFT分析提取主要频率成分\n",
" \n",
" 参数:\n",
" signal: 输入信号\n",
" dt: 采样间隔 (s)\n",
" name: 信号名称\n",
" \n",
" 返回:\n",
" features: 包含主要频率成分的特征字典\n",
" \"\"\"\n",
" n = len(signal)\n",
" \n",
" # 去除直流分量 (均值)\n",
" signal_mean = np.mean(signal)\n",
" signal_centered = signal - signal_mean\n",
" \n",
" # FFT\n",
" fft_vals = fft(signal_centered)\n",
" freqs = fftfreq(n, dt)\n",
" \n",
" # 只取正频率部分\n",
" pos_mask = freqs > 0\n",
" freqs_pos = freqs[pos_mask]\n",
" fft_pos = fft_vals[pos_mask]\n",
" \n",
" # 计算幅值谱\n",
" amplitudes = 2.0 * np.abs(fft_pos) / n\n",
" phases = np.angle(fft_pos)\n",
" \n",
" # 找到主要频率成分 (幅值最大的几个)\n",
" # 按幅值排序\n",
" sorted_indices = np.argsort(amplitudes)[::-1]\n",
" \n",
" # 提取主要频率成分 (取前5个或幅值大于最大幅值10%的)\n",
" max_amp = amplitudes[sorted_indices[0]]\n",
" threshold = max_amp * 0.05 # 5%阈值\n",
" \n",
" main_components = []\n",
" for idx in sorted_indices:\n",
" if amplitudes[idx] >= threshold and len(main_components) < 10:\n",
" main_components.append({\n",
" 'frequency': float(freqs_pos[idx]),\n",
" 'amplitude': float(amplitudes[idx]),\n",
" 'phase': float(phases[idx])\n",
" })\n",
" elif amplitudes[idx] < threshold:\n",
" break\n",
" \n",
" features = {\n",
" 'name': name,\n",
" 'mean': float(signal_mean),\n",
" 'n_samples': n,\n",
" 'dt': float(dt),\n",
" 'total_time': float(n * dt),\n",
" 'components': main_components\n",
" }\n",
" \n",
" return features, freqs_pos, amplitudes, phases\n",
"\n",
"# 对三个action信号进行FFT分析\n",
"all_features = []\n",
"fft_results = []\n",
"\n",
"for i, col in enumerate(action_cols):\n",
" features, freqs, amps, phases = analyze_periodic_signal(\n",
" actions_real[:, i], dt_control_real, name=col\n",
" )\n",
" all_features.append(features)\n",
" fft_results.append((freqs, amps, phases))\n",
" \n",
" print(f\"\\n{col} FFT分析结果:\")\n",
" print(f\" 均值: {features['mean']:.6f} m/s\")\n",
" print(f\" 主要频率成分:\")\n",
" for j, comp in enumerate(features['components'][:5]):\n",
" period = 1.0 / comp['frequency'] if comp['frequency'] > 0 else float('inf')\n",
" print(f\" {j+1}. f={comp['frequency']:.4f} Hz, T={period:.4f} s, A={comp['amplitude']:.6f} m/s, φ={np.degrees(comp['phase']):.1f}°\")"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 26102 (\\N{CJK UNIFIED IDEOGRAPH-65F6}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 38388 (\\N{CJK UNIFIED IDEOGRAPH-95F4}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 36895 (\\N{CJK UNIFIED IDEOGRAPH-901F}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 24230 (\\N{CJK UNIFIED IDEOGRAPH-5EA6}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 22495 (\\N{CJK UNIFIED IDEOGRAPH-57DF}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 20449 (\\N{CJK UNIFIED IDEOGRAPH-4FE1}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 21495 (\\N{CJK UNIFIED IDEOGRAPH-53F7}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 21407 (\\N{CJK UNIFIED IDEOGRAPH-539F}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 22987 (\\N{CJK UNIFIED IDEOGRAPH-59CB}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 37325 (\\N{CJK UNIFIED IDEOGRAPH-91CD}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 26500 (\\N{CJK UNIFIED IDEOGRAPH-6784}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 39057 (\\N{CJK UNIFIED IDEOGRAPH-9891}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 29575 (\\N{CJK UNIFIED IDEOGRAPH-7387}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 24133 (\\N{CJK UNIFIED IDEOGRAPH-5E45}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 20540 (\\N{CJK UNIFIED IDEOGRAPH-503C}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:43: UserWarning: Glyph 35889 (\\N{CJK UNIFIED IDEOGRAPH-8C31}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 36895 (\\N{CJK UNIFIED IDEOGRAPH-901F}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 24230 (\\N{CJK UNIFIED IDEOGRAPH-5EA6}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 26102 (\\N{CJK UNIFIED IDEOGRAPH-65F6}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 22495 (\\N{CJK UNIFIED IDEOGRAPH-57DF}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 20449 (\\N{CJK UNIFIED IDEOGRAPH-4FE1}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 21495 (\\N{CJK UNIFIED IDEOGRAPH-53F7}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 38388 (\\N{CJK UNIFIED IDEOGRAPH-95F4}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 21407 (\\N{CJK UNIFIED IDEOGRAPH-539F}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 22987 (\\N{CJK UNIFIED IDEOGRAPH-59CB}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 37325 (\\N{CJK UNIFIED IDEOGRAPH-91CD}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 26500 (\\N{CJK UNIFIED IDEOGRAPH-6784}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 24133 (\\N{CJK UNIFIED IDEOGRAPH-5E45}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 20540 (\\N{CJK UNIFIED IDEOGRAPH-503C}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 39057 (\\N{CJK UNIFIED IDEOGRAPH-9891}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 35889 (\\N{CJK UNIFIED IDEOGRAPH-8C31}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1732364836.py:44: UserWarning: Glyph 29575 (\\N{CJK UNIFIED IDEOGRAPH-7387}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 36895 (\\N{CJK UNIFIED IDEOGRAPH-901F}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 24230 (\\N{CJK UNIFIED IDEOGRAPH-5EA6}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 26102 (\\N{CJK UNIFIED IDEOGRAPH-65F6}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 22495 (\\N{CJK UNIFIED IDEOGRAPH-57DF}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 20449 (\\N{CJK UNIFIED IDEOGRAPH-4FE1}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 21495 (\\N{CJK UNIFIED IDEOGRAPH-53F7}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 38388 (\\N{CJK UNIFIED IDEOGRAPH-95F4}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 21407 (\\N{CJK UNIFIED IDEOGRAPH-539F}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 22987 (\\N{CJK UNIFIED IDEOGRAPH-59CB}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 37325 (\\N{CJK UNIFIED IDEOGRAPH-91CD}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 26500 (\\N{CJK UNIFIED IDEOGRAPH-6784}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 24133 (\\N{CJK UNIFIED IDEOGRAPH-5E45}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 20540 (\\N{CJK UNIFIED IDEOGRAPH-503C}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 39057 (\\N{CJK UNIFIED IDEOGRAPH-9891}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 35889 (\\N{CJK UNIFIED IDEOGRAPH-8C31}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 29575 (\\N{CJK UNIFIED IDEOGRAPH-7387}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n"
]
},
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fokOcnOD112HNmrq8+eUU+n4BM2ZUf6hCCCEqJiUlhQcffJB58+YV2n7x4kVeeeUV0tLSOFZMi5vg4GCMRiPXrl0jLCyM4ODgQq+vWLGCxMREsrKy6NChAytWrCiyjztvr68NcnJyiI6O5pVXXim0PSQkhP379xf7nsjISEJCQgptGzRoEMuWLSM3NxcbGxsiIyOZccc/wIMGDTIVeMtj165deHp64ubmRlBQEP/85z/x9PQEIDo6mtzc3ELx+Pj40KZNG/bv319isXbhwoXMnz+/yPaEhASyskrvcWoOjEYjycnJqKqKwVB7bzgsax46eRp4a1gzFu+8TEJ6rmm7p5MN04N96eRpIN6zM7arVlH38cfJ/t//Jfm992D4cJT0dGx37cJ+82bsPvgAwz//Sb6PD1mhoWQPHkxO165gY1MdP26J5HzQSB40kgfJQQHJg0byoKloHlJTU8t1HIsq1hbcXrZkyRJ69uzJxx9/TGhoKKdOnaJx48ZFxhfcXvb000+zevVq9u3bx9SpU/Hw8DDNWCi4vezNN9/koYceYt26dYwbN469e/fStWtXQCv4Pvfcc3Tu3Jm8vDxeffVVQkJCOHXqFHXq1DEdb/DgwXz22Wem57YFUxWFMBeHD5MZvoe0dAMu/36h2EJtAUWBhx+GunXhgw9g2DBoEb9Pm3rr7V19MQshhBBmLjExkfz8fBo0aFBoe4MGDYiLiyv2PXFxccWOz8vLIzExEW9v7xLHlLTPkoSGhjJ27Fj8/Py4cOECc+fOpV+/fkRHR2NnZ0dcXBy2trbUrVu3XMeaPXs2M2fOND1PSUnB19cXDw8PXFxcyhWjHoxGI4qi4OHhUes/eJY1D+M9PRnSqRntF2wDYPnjAfRu4YGV4bYZsmPGoDZtil1cnOkLAQCaNoUnnoDcXIx79mDYsAHHDRuos2wZat26MHSoNuN20CC47TNWdZHzQSN50EgeJAcFJA8ayYOmonmwty+99/udLKpYq9ftZZs3by60388++wxPT0+io6Pp06ePaXtpt5cJoTujETUsjOvX4VTrMYwcX7bFHgYOhPXr4dSs5bS4ugR69YL//MesblsTQojqlp0NJa29pKqQl6etsVPZvyobNQI7u8rdp6g8yh3/w1VVLbLtbuPv3F7efRZn/Pjxpj+3adOGwMBA/Pz8+Omnnxg1alSJ77vbsezs7LAr5oQ0GAwW80FOURSLireqlCcPNtZWpj93a+5e6LlJ584l78DODgYM0B7vvQdHj6KsXw/r16OsXg329toF6MiRMHw43F7wrWJyPmgkDxrJg+SggORBI3nQVCQP5c2ZxRRrzen2suTkZADq1atXaHtpt5cVR68+X9JrpOIsOnd//EH66Ssk5TjS8I3JqKoRVb372wAeeQRWzgtmYN5/cdi7F3XrVu0iuhwsOnc6k9xVnOSu4iR3moI8FDwKXL5censYo9EK7ZqsjL9oy+g//4Hmze8+rriYC7YX9+eS3lvc+2/fXto+yuv2fd553pn7eeju7o6VlVWRWajx8fFFZsYW8PLyKna8tbU19evXL3VMSfssK29vb/z8/Dh37pzpODk5Ody8ebPQ7Nr4+Hh69OhxT8cSolSKovWu7dQJFizQFiHbsEGbKfD009qYnj3hwQe1R1l+AQohhBAWzmKKteZye5mqqsycOZNevXrRpk0b0/a73V5WHL36fEmvkYqz5NypdZz4vzZf0LDJOSa0zSU+Pr7M723RAmjagB+URxiduAzjW2+R1KwZqrNzmfdhybnTm+Su4iR3FSe50+Tm5mI0GsnLyyMvL8+03csL/vWv4t9TUGw0GAzlngF5N15e2qzdu8nPzzfFfbu8vDxTAfrO1wDTdqPRSH5+fpExBV8oF4wpbR/lVbDP1NRU4uPjC5135e3zVd1sbW0JCAggPDy80LoH4eHhjBw5stj3dO/enY0bNxbatnXrVgIDA7G51buze/fuhIeHF5pYsHXr1nsuoF6/fp3Lly/jfautUUBAADY2NoSHhzNu3DgAYmNjOXHiBG+//fY9HUuIcmneHGbO1B7x8fDjj1rh9tVXYdYsaNPmr8KtmS1QJoQQQlQWiynWFtD79rJp06bxyy+/sHfv3kLbK3J7mV59vqTXSMVZcu727YPfbyhMfsuHikzImTwZ3v7Hswz2iMA16RIea9bAnDllfr8l505vkrtyyM+HrCxTrzvJXcVJ7jRZWVmkpqZibW2NtfVfl03W1nDbOqNFFNzBoxcrKysMBkOhmAGsra1NReQ7XwNM2w0GA1ZWVkXGFNzyVTCmtH2UV8E+nZyc8PT0LHTelbfPlx5mzpzJhAkTCAwMpHv37nzyySfExMSYFradPXs2V69eZdWqVQBMmTKFDz74gJkzZ/L0008TGRnJsmXLTG24AF588UX69OnDokWLGDlyJBs2bGDbtm2FrkPT0tI4f/686fmFCxc4duwY9erVo3HjxqSlpTFv3jxGjx6Nt7c3Fy9eZM6cObi7u5sKy66urkyePJmXXnqJ+vXrU69ePWbNmkXbtm0ZMGBAdaRPiKI8PeHJJ7VHWhps3aoVbj/8EP7xD/D1/atw27u37guUCSGEEJXFYoq15nB72fPPP88PP/zA7t27adSoUanx3nl7WXH07PMlvUYqzuJyd/Mm+afO8sUX3QgIgHbtKjYDoXt3aHq/HStvvMoLSc9gWL9e6yPWvn2Z92FxuTMjkru7MBq1D3EffADXr2sf3CZNAg8Pyd09kNxhKmwWPMri9i99K3tmbVmVFHNpX1YX997i3n/79tL2UZGYC/5753lnCefg+PHjuX79OgsWLCA2NpY2bdqwadMm/Py0HvGxsbHExMSYxjdt2pRNmzYxY8YMPvzwQ3x8fHjvvfdM6yoA9OjRg6+//prXXnuNuXPn0rx5c9asWWNaBBcgKiqKvn37mp4XTAR4/PHHWbFiBVZWVvz666+sWrWKpKQkvL296du3L2vWrMH5tjtk/vOf/2Btbc24cePIzMykf//+pvcLoTsnJxg1Snvk5sKePVrhdv16eP99cHPTVsN96CHdFigTQgghKovFFGv1vL1MVVWef/551q1bx65du2jatOld473z9jIhdPPf/5L+6TcE2jxK3x9m3n18CRQFHnsM5s/vxNjOI/E5vAGWL4d3363EYIWogGPHYPFiOHXqr23ffgv162uzcYQQoppMnTqVqVOnFvvaihUrimwLCgriyJEjpe5zzJgxjBkzpsTXg4ODS+0R7ODgwJYtW0o9Bmizl99//33ef//9u44VQlc2NtCvn/Z49104evSvwu3tC5Q9+KA2scDDQ+eAhRBCiPKxmGIt6Hd72XPPPceXX37Jhg0bcHZ2Ns3EdXV1xcHBoUy3lwmhi4QEjN9+x/UbYPNIn3tekyEgAB54AD5NmsTcB86iyK2RQk+qCnPnwubN2nNHR202bevWsGYNPPzwX2PPnQMfHyhHn2UhqlJ2NiQm/tW1w8lJxdE2D0N+ntbOw9ERLGA2qRBC6Ko8C5SNHCkLlAkhhLAIFlWs1ev2so8++gjQZi7c7rPPPmPSpEllvr1MiGoXHk7KTSN/OLZlwCuB97w7RYG//Q1ee82XQ6+t5ra/JkJUP0XRZssYDNqHsGef1WbTAqaT02gEVUX5xz/A1VW7VVIWIxE6ysmBGzcgNRVsbbXTMiNDxer8WXJUI1YGMFiBwd4WxdcXSlikVAghRDFKWqBszhx46SVo2/avPrcdO8o1gRBCCLNkUcVa0Of2stJuLYOy314mRHVTN28mKQmyhobSsGHl7LNdO20h3i++gC5d5BpX6OzJJ7UedaXMlFFu3NBm2uTkwNq1UMrveyGqSl6eVqRNSQErK/Cql4NTPdtbv0MVjFnWGLNzyVWtUfOM2GTkYH3xIkqjRtJ7UQghKqKkBco++ADefLPoAmXSn1kIIYSZsLhirRCijGJiyDpyipw8A82eqbx2BQW9a2fPhl8PpNMu5kdtUYdBgyrtGEKU6tgxaNVKm3Ho7FyotUF+Pvz5p3aeGgxap4TruOP81DQclyyGsDDtW4bGjXULX9Q++flw+bI20bt+fXAlCUNcLBi8oG5dAAzNmmCwssJaUUi9mUfe5cs4ZGdiHROD4uentUUoB1dXV3788Ud+/PHHIq8NGjSIpKQkAgOLv+PCYDDQqFEjZs2aVezrc+bMwcHBgRMnThS7j7Zt25YrViGEqHJ3W6Csbl2UoUOxCw6GceOkbZIQQghdSbFWiJpq82ZSU+GSdzcG9KhXqbtu3VqbjPDHhz/T7sy/tMLXwIHSX1FUvWvXYNo0rf3BJ58UWjTkjz/gP/+Bixf/Gq6qCjk5rtjZjOcdlz20TDmMMm8e/Pe/MoNGVAtV1e7EVVXtV6VNRjJci9U2ZGf/NdD6r0sy57rWJOFH6pVYHK3ysXdwKPdxu3fvTlRUVIXjnjZtGtOmTSt1zL3sXwghdFPKAmV1V69GnTZNFigTQgihKynWClFDGQ9FkZYG6kODK71VgaJASAh8tWwIw+zfxzomBg4cgB49KvdAQtxOVeH//k9bkcnDA9zdAe328m+/1dYU8/OD11/XFoJWVcjLU0lMTOP69Xr887M3WJAwHt9jv2C1ahU88YTOP5CoDVJStLtvvb3BJitV+8JBVbU7Eho0KPF9bnUNXDf6cOWGikeKgqtr9cUshBC1xm0LlKnz5pF46BD19+1D2bABnnpKe10WKBNCCFHNZBqcEDXU0WeX8p7/x7R4OrhK9t+3L+RYO3Lm/pHahjVrquQ4Qphs3Qr792szYl59FRSFixe19ULWrNHuWvz3v6FzZ239kHbtoEMHaNcuj/Hj4aV/efFNk5e5fBmy3/sYfvtN759I1HA5OZCQoC0i5kQaXLmiFWpdXbXq7V2+SatXT8HVzUB8PKSlGLUpuklJ1RO8EELUQvlNmsCMGbB7N8TFaXfiuLlpC5Tdd592cfH663DkiPb7XAghhKgCUqwVoobatdtATtsAmviXr89hWbm6aq0/1+SPRVUU2LcPYmKq5FhCkJwM77yj/XnyZPDzY9067fNUfr5WpH300UJ3khfRvj1M+mYIf/gGc+h6cw4fk5tLRNUxGrX+yTY24O6SozWtVVVwcQEfnzKtzqgo2gRyZ2dIvZpMfnyittO8vGr4CYQQopYrWKDshx8gMVFbpLRDB22BsoAA7XaeF16AHTu0PrhCCCFEJZFirRA1jdFIVno+Bw5AcHCZ6gEVFhICx677ktS6p7bh22+r7mCidnv3Xbh5E5o1g8cfJyICli/XWsn95z9lvyvRs4FCz61vcPi5FSz4vBkbNlRt2KL2unlTIScHvLzAkJqsFWodHctcqC2gKFq3BNXFjUyjHWp+vjZdVwghRPUpWKBs1SrtS7Pt27XWCOvXQ//+8MgjekcohBCiBpFirRA1zeHDZAaHEnx2KX36VO2hOnbUZn1td39Y27BhA2RkVO1BRe0TFaXNagF47TViYm14/32tFccTT2gzF8vDzt2ZGS/bMGIErFyptRAVojKlp0NKigF3d7CzQ/tF6eurtT6owEKMiqJ90ZBk761Nqr15EzIzKz1uIYQQZVCwQNl778GlSxAdDQsWlDg8ISGBfv364eLiwtixY6sxUCGEEJZKirVC1DSbN5N57QZNXW/i5VW1hzIYYMAA+OZSV/L9mkG3bpCaWrUHFbVPnTraiTZ+PBn3teOtt7Sa13PPVXzmuKLAxGE3eCjuIw4+s0zazolKk5+vtZZ1dFT/WhRMUbReBnZ2Fd6vtTU4N3AkRXEj3wjExkq/RCGE0FvBAmX+/iUO+eSTT7CysiIpKYlvy3kX2vz582nQoAEuLi489thjpKWl3fN4VVXp1asXiqKQVEwfdFVVGTFihCnmsu5/0qRJTJ8+vcj+mjRpwvr168vy4wohhLhFirVC1CTZ2eRt3U5GOjiNGVwthxwwADKzFCKeXg1vv13q6uZCVEirVvB//4c66++89542qXD27HuqewFg98dpRiUto0XkSvZtKf3DjxBllZSk1VDd3Y2QlaVVbyuJiwtku3qSm2+FmpWl/WUQQghh1i5cuEDr1q0xlPPOis8++4xly5axZ88eYmJiuH79Oi+88MI9j1+yZAnWpTT5/+ijj4p9vbzxCCGEqDgp1gpRk+zdS3p8BjftvWg/sX21HLJBA22tha27bKvleKL2+uEHbR276dO1tp/3rEcP6rRpRn2HDE6++T3p6ZWwT1GrGY3aWnjOzmBlUOHqVTh/vtLawygKuHtZk2TrQX4e2oI3RmOl7FsIIUTlGzt2LCtXrmTJkiU4OTmxbNmyMr93+fLlvPDCC7Rs2RI3NzfefPNNvvzySzJLaINTlvFXrlzh3//+N+8ULNp6hytXrrB48WJef/31e46nOAEBATg5OZkeVlZWzJs3r8zvF0KI2kKKtULUJD//TGoaJHQchGvd6vvrPXAgnDyp1SW4cgUiI6vt2KIGS0/XFhaLieHUKfjsM21tj+7dK2n/igITJuDhDl1+/4rVn8lKzuLepKZqE2nd3EBJToacHO08u9dp4LextQVbz7rctKpPTsOmpfbAnTRpEoqiFHmcP3++xNc+/fTTYrff/lixYgUDBgygQ4cOxT5ycnJ47733Snz9u+++q7R8CCGEOfv222957LHHmDp1KmlpaQwcOBA3N7cSH8OGDTO995dffqFDhw6m5x06dCA7O5vffvut2GOVZfzUqVN5/fXXcXd3L3YfU6dO5bXXXqN+/foV2v/dREdHk5aWRlpaGhs3bsTV1ZWHHnqozO8XQojaouT7H4QQliUlhdxd+8jMhHqPhVbrobt10xbJjf7vERr++AzUqwc//wxWVtUah6hhNm2Czz8nZ9c+FjmvoVUrhYkTK/kYgwZh/eGHNE1L4MdVm/ktZDgtW1byMUTNddtsIlWF5DhwsgGbnHzU2Fit0ayHh/a7sLSZRwZD4YJuSWMdHACoW08hJq0BWTegkWPpvZsHDx7MZ599Vmibh4dHia/VrVu3ULHgxRdfJCUlpdA4V1dXli5dyrFjx4ocLzg4GKPRyLVr1wgLCyM4OLjQ6ytWrCAxMbHkgIUQogZr3LhxsX1ii5OWloabm5vpuY2NDY6OjqSWsD7E3cavWbOGtLQ0Jk2axMWLF4u8//bXo6OjKxTPRx99xIoVKwq9LyUlpci+zp49y7hx41i1ahXt21fP3YBCCGFJpFgrRE2xaxepN3OJd2pOp9H3VeuhbW2hb19YG9GOYa5uGG7cgIMHoUePao1D1CCqCrcW4djtMYbsFIWXX66C+r+tLTzyCK7vv8+wm5/z4QfDWPwfRb5nEGXTu7fpj0YjeOZqpxR5uSht28K8edo0W9BuQcjKKn4/nTrBJ5/89Xz4cK357Z2iogCtOOvpqd3IkJwMbnVytdXJi2FnZ4dXCatNlvTa7dscHBzIzs4ucR9CCCGqhpOTE8nJyabneXl5ZGRk4OzsXO7xN2/e5OWXXyY8PLzY997t9bLG8z//8z+EhYUVel+TJk0KPb9+/TrDhg3jtddeK/TloBBCiL9IGwQhaopWrdjRcCJ/9n+kYPJVtQoJgRsp1lxpFaJt2Ly5+oMQNcfRo/DHH+RaO7AsdgijRkHdulV0rFGjUBwdaWX3B/ZH9vPTT1V0HFGj5eeBQQED6l+LijVoUPq013vg4ACuripcvox67jxkZ1fJcYQQQlSemJiYQj1b73yEhv51d1y7du0K3cFw7Ngx7OzsaFnCLUCljT9+/DixsbH06dMHLy8vOnfuDMD999/P2rVrC73u4+PD4MGDC71ekXiKk5OTw0MPPURISAgvvvhimd8nhBC1jcysFaKGuOrYgpWuLXhtqj7Hb9IE7rsPNucP4Rm+gR074JVXwNFRn4CEZbs1qzbKIxQrVydGjKjCYzk7w8MPY5+URGulCatXQ79+WmsPIUq1Zw+gdS24ehW8vMA2NRaSkjA6OmK4/SQqZbZSkb6zGzeW6fD16yuk/gl5eSo2N26At3eRMT/++CNOt8URGhrKt7f+fpX2mhBCiMrXuHFj0tLSyjT2iSeeYP78+YwYMQJPT09ef/11Hn30URxKmJVR2vgePXoQExNjGnv58mW6dOnCnj17aNy4MQaDwfS60Wjkl19+ITQ01PR6ReIpzuTJk6lTpw7vvfdemd8jhBC1kRRrhaghoqK0u2Bv6/tf7fr1g+XLWvOEty82sZchIgJCq7d/rqgBEhNhxw5ycmFVxhjGPgX29lV8zKnatxzDb8K6J7WJ4WPGVPExheW79QE1KQlsXKCOO5BrDw4OGL29C9++VJ5bHso41soKqF+P/D9TsU5KQvHw0Prk3qZv37589NFHpud16tQp02tCCCH09eSTT3L58mV69uxJZmYmw4cP59133zW9/tZbb7Fnzx5+/vnnu463tbUt1M4m61ZbHk9PT+xvXWQVvG40Grl69WqR1+8WT1msXr0ae3t7XF1dTdvmzJnDnDlzyrUfIYSo6aRYK0RNsHcvf64z0KFVAHaVuOp4efXpA59+qnCmSShtYz/RFhmTYq0or/XrIT+fs3btyfRtWa2nUN26Wv/ljRvhwQeL1L2EKCInB9LStB6yigL4+GiLiqlqtRzfuYEjGYn2WOVmYXPzpnbs29SpU4f77iu+j3lprwkhhKgcdy64VR5vvPEGb7zxRrGvFVfgLG387Zo0aYJayr9Tvr6+5OfnY7jjzo/S9l/Sz3n7YmalHVMIIcRfpGetEDVA/odL6bfhBUKstukah6urtk7Ohpxb1bUTJ0pfAV2I4tjYkGXrwneGcTz88K0Fm6rLmTNMOvcqXLtGREQ1HldYrKQkbYZrofVerK2rrFftnaysFNS69cnPB/XGTW2lMyGEEEIIIYTFkmKtEJbuxg2yjp1BVaHxuO56R0PfvnDwmi+Jb7yvzazVY7UzYdkef5ywQT8T17o/AwZU87Hffx+XyC2Ms13P+vXVNjlSWKj8fEhJ0b6oMuRk6bbIl6O3C/kGG/Jz8rSAhBBCCCGEEBZLirVCWLoDB0jPgOvuD+Ddup7e0dCtm1af3ZraHXRsySAs17lzsC/KjvGPWVd/G4IHHwSgd8qPXLpg5LZFj4UoIjlZ+6+rKxAfD7//DjdvVnsc1tYKRtd65OWB8WZStR9fCCGEEEIIUXmkG58QFk7dt5+MdMgd2KO67rotla0t9OwJu3bBI4+Aggp5ebdWwhGiFDduQEwMX3zfDl9fA8HBOsQQFATOzjinxtO34WG+/74rHTvqEIcwe6qqTWJ1dgbr/GytcS2ATot0Ofi4kZhpwNbZlYKv7Urrk1jWHor30mtRCCGEEEIIUX4ys1YIS2Y0kh0RSW4e1BvSTe9oTPr2hdhYuPzZNhg7Fv77X71DEpbgp5/IfOwp2nw5m8ceA4Me/0LZ2sLgwSjAKJsfOHYMblsXQwiTrCzIzb3Vq7ZgNq2TUzU3Wf6Lta0VVu51uZlsID9flxCEEEIIIYQQlcDiirVLliyhadOm2NvbExAQwJ49e0odHxERQUBAAPb29jRr1oylS5cWGbN27Vr8/f2xs7PD39+fdevWFXp94cKFdO7cGWdnZzw9PXnwwQc5e/ZsoTGqqjJv3jx8fHxwcHAgODiYkydP3vsPLERpzpwhKy6ZHGtH7hvVTu9oTNq2BXd3OH7UqFW6Nm+WRW/E3YWHc+MmpLTsTI8eOsYxfDgAjc/vpJFrKnf8kyAEAKmp2jpiDnb52ipjAPX0bUVTt6424zc5SaWqK7Zubm4EBgYWeaSlpWEwGGjUqBGzZs0q8voHH3yAp6dnlcYmhBDmwsnJyfSwsrLCzs7O9Dw0NLRc+1q5ciVdunTB1dUVb29vJk+eTFLBvz9leP1OU6ZMKRSfo6MjiqJw5MgRAE6cOMGgQYNwd3dHUZRS9yWEEKJyWVSxds2aNUyfPp1XX32Vo0eP0rt3b0JDQ4mJiSl2/IULFxgyZAi9e/fm6NGjzJkzhxdeeIG1a9eaxkRGRjJ+/HgmTJjA8ePHmTBhAuPGjePgwYOmMRERETz33HMcOHCA8PBw8vLyCAkJIT093TTm7bffZvHixXzwwQccPnwYLy8vBg4cSGpqatUlRIgjR0jPgJstu2JXx3y6migKBAfDd/F9UB0c4do1+PVXvcMS5uzqVXKOnyI9w8B9z/TTt6VHq1bQrBlKbg6TGoYTEQGJiTrGI8yOqmpdD5ydQUlO1r6MsrXVrQVCAWtrqG+fju3VPzDG/Vmlx9q8eTNRUVHFPmxtbZk2bVqJr48aNapKY9OTHpMKdu/ezfDhw/Hx8UFRFNavX1/o9dzcXP73f/+Xtm3bUqdOHXx8fJg4cSLXrl0rNC44OBhFUQo9Hn744YolQggBQFpamunRu3dvFi1aZHr+888/l2tf6enpvP322/z555+cPHmS2NhYpk6dWubX77R06dJC8b355pu0aNGCTp06AWBjY8O4ceOkHY4QQujAfKo7ZbB48WImT57MU089BUBYWBhbtmzho48+YuHChUXGL126lMaNGxMWFgZAq1atiIqK4p133mH06NGmfQwcOJDZs2cDMHv2bCIiIggLC+Orr74CtA8kt/vss8/w9PQkOjqaPn36oKoqYWFhvPrqq6YPICtXrqRBgwZ8+eWXPPvss8X+PNnZ2WTftnJ0yq0VnI1GI8YqnIVoNBpRVbVKj1FTmVvush56hAUruzP6wTyzialAUBB8+60dV+4LotGvP6OGh6NOmGB2cVoCczvvqsSWLSQnw0X3APoMdqu0n7XCuRs2DOXbb2kXaI3tBZUfflCZNKlSQrIYteK8K4OCPOTn56OqKgDp6drEVWdnUK/caoFQt67231tj1Dv+W12cXRXyErIx3sxBaeBpUf3Cbz/X7jzvLOE8LJhUsGTJEnr27MnHH39MaGgop06donHjxkXGF0wqePrpp1m9ejX79u1j6tSpeHh4mK5TCyYVvPnmmzz00EOsW7eOcePGsXfvXrp27QpoBZr27dvzxBNPmN53u4yMDI4cOcLcuXNp3749N2/eZPr06YwYMYKoqKhCY59++mkWLFhgeu7g4FCZKRJC3IPbC6/29vZMmTKFadOmlfn1u1m+fDmTJ082Pb///vtp1aoVF0voB3XkyBGmTp3KqVOnsLW1pXv37mzcuLEcP5EQQoiSWEyxNicnh+joaF555ZVC20NCQti/f3+x74mMjCQkJKTQtkGDBrFs2TJyc3OxsbEhMjKSGTNmFBlTUOAtTvKt5Z/r3brd8cKFC8TFxRU6lp2dHUFBQezfv7/EYu3ChQuZP39+ke0JCQlkZWWVePx7ZTQaSU5ORlVVDLo0hbRc5pa7Y8esuaA0xKNHCvHx8XqHU4i9PXh5OfNzdi+eyP2B/J9/JmnoULPJnSUxt/OuKjhv+JHkZCNZD/YkKanyzuUK5y44GAYMAIOB7ldS+OEHW/r2TaY21S1qw3lXFgUF66tXr+Lu7o6NjQ3XrxswGCAnI4f87GxQVfJtbEyLjBW8x2AwoFT3NHFVJc/aGqvcHAx/xqO6OFfv8StIVVVu3LhBfn4+qampWFlZFTrvLOFOJb0mFYSGhpZ6O7Wrqyvh4eGFtr3//vt06dKFmJiYQoVkR0dHvLy8yvwz6zXxoLLIl1Ka8ubhzi9Wakr+quN8KG7/HTp0KPFOUYAbN24Uu33Xrl20bdu2xHjv9vrtIiMj+e2335hwa2LF7XHe/t/b9zVt2jSGDRvG3r17yc3N5eDBgzXmXAD5/QCSgwKSB43kQVPRPJR3vMUUaxMTE8nPz6dBgwaFtjdo0IC4uLhi3xMXF1fs+Ly8PBITE/H29i5xTEn7VFWVmTNn0qtXL9q0aWM6TsH77tzPpUuXSvyZZs+ezcyZM03PU1JS8PX1xcPDAxcXlxLfd6+MRiOKouDh4VGrP4BXhLnl7vffoXFjhXbt3PW9bbwEQ4fCF58F86RLXexSUnC/epW6999vFrmzJOZ23lW6mBjSzsRgVK0J+PtQPD1dK23XlZG7xx6DnTsVTpywY+jQSgvN7NX4864c6tatS1xcHHFxcagqJCYqODmpmGpUeXlw5Uqh9xQUa/WQn56BmpyCVfINFE93XWKoCIPBQOPGjcnIyChy3tnb2+sY2d2Z06SCskhOTkZRFNzc3Apt/+KLL1i9ejUNGjQgNDSUN954A2fnkgv+ek08qCzypZSmvHnIzP2rJ3ZCQgIONpYzg780VX0+5OTkkJqaWmSCxdatW0t9X3ETMrZv386nn37Khg0bKvT6nT788EMGDBiAwWAgPj6+UB6uX78OaP+vc3JyTO9RVZUzZ87wyy+/4OPjwwMPPGB2k0fuhfx+kBwUkDxoJA+aiuahvBMPLKZYW+DOGSqqqpY6a6W48XduL88+p02bxi+//MLevXvvOTY7Ozvs7OyKbDcYDFV+8iuKUi3HqYnMJXdq2Ls0WfEn7iMew8qqta6xlCQoCD77zI6LfsE0P/Mj9nv2YLh1ISjKx1zOuyqxdy/JyXCjRVda+tet9N3fU+5yc/E8tY8uAb3ZscOqYO2xWqNGn3flYG9vj5+fH3l5eezalc+XX8LChXBHncvEaDRy/fp16tevr0vu1LR0Lg9+CgfrHDw+fgvuv7/aY6gIGxsbFEUhMzOzyHln7ueguUwqKIusrCxeeeUVHn300UKTAx577DGaNm2Kl5cXJ06cYPbs2Rw/frzIrNzb6TXxoLLIl1Ka8uYhIyfP9GcPDw8cbS3uI2Wxqvp8sLW1NS1YfS927NhhWoclKCio3K/fKS0tjY0bN/LFF1/g6elZJA8ZGRmA9v/69i94Vq1axYIFCwgNDaVu3bo899xzPPfcc/f0s5kT+f0gOSggedBIHjQVzUN5Jx5YzL+s7u7uWFlZFbk4jY+PL3IRW8DLy6vY8dbW1tSvX7/UMcXt8/nnn+eHH35g9+7dNGrUqNBxQLvo9vb2LlNsQtwTVSX7hy20vBhPbpMRekdTonr1oGNH+PmPIUwbqpLdvTv6Lr8jzNGF7o+y+P52TH7KzKaHqyo8+ihcuMCDT7/L7KieXLwITZroHZjQg6Io2NjYEB5uQ+PG4GWdCHb1Ke62BqPRiI2NDfb29vpczNrbk39fB7K3bERZsx67t96o/hgqyNJvrdN7UsHd5Obm8vDDD2M0GlmyZEmh155++mnTn9u0aUOLFi0IDAzkyJEjpgWH7qTnxIPKIl9KacqThzu/SKlJuavq86Fg/7dr3bp1qXdjpt1qsQOwc+dOxo0bx1dffcXAgQOLjL3b68X55ptvcHFxYejQoabYbs9DwbY789KiRQs+//xzVFVl3759DBgwgB49ehAQEFCm41oC+f0gOSggedBIHjQVyUN5c2YxGba1tSUgIKDIt/vh4eH06NGj2Pd07969yPitW7cSGBiIjY1NqWNu36eqqkybNo3vv/+eHTt20LRp00LjC2Yh3L6fnJwcIiIiSoxNiHvyxx9kxcSTb2VH87HFf4AyF/36wdakLlx75g3yOnTQOxxhhn7eYiClSTvaPNJW71AKUxTo1g0A//M/4OIC27frHJPQVVwcnD4NfYNVmDIFHnoIfvtN77CK1ej5hwBIW7cVLKDfq6Uzh0kFd5Obm8u4ceO4cOEC4eHhd5352qlTJ2xsbDh37ly5jyWEKLuTJ0+SlpZW4qPArl27GDVqFJ9//jmDBg0qsp+7vV6SZcuWMWnSJKzuWJBSVVWysrJMfamzs7PJysoyfam0atUq/vzzTxRFoW7duhgMBqytLWYumBBCmDWLKdYCzJw5k08//ZTly5dz+vRpZsyYQUxMDFOmTAG0W7EmTpxoGj9lyhQuXbrEzJkzOX36NMuXL2fZsmXMmjXLNObFF19k69atLFq0iDNnzrBo0SK2bdvG9OnTTWOee+45Vq9ezZdffomzs7Opb11mZiagVdWnT5/OW2+9xbp16zhx4gSTJk3C0dGRRx99tHqSI2qX/ftJz4Ck5gHYOdvqHU2punUDBwfYsUPvSIQ5ysyEnTshJATM8vr+Vt8Dw97dhHRNZudOrT2pqJ127dIWT+zufAIuXoSEBGjYUO+wiuXcoy0xPR9lmf9iVEe5p6Gq6TmpoCwKCrXnzp1j27ZtpmJwaU6ePElubm6hu8aEEPqZP38+KSkpjB8/HicnJ9OjrK/v2bOn0HOAU6dOcfDgQSZPnlzkeJcuXcLBwYEHHngA0L48cnBwMM0C3rZtG+3bt8fJyYkRI0bwr3/9i/bt21fFjy6EELWOOX40LtH48eO5fv06CxYsIDY2ljZt2rBp0yb8/PwAiI2NLbSSZtOmTdm0aRMzZszgww8/xMfHh/fee8+0wi5Ajx49+Prrr3nttdeYO3cuzZs3Z82aNXTt2tU05qOPPgIgODi4UDyfffYZkyZNAuDll18mMzOTqVOncvPmTbp27crWrVtLXZRBiIrK2xtJZiZY9zH/mdt2dtCrF+zcAYP8zsG6dfDMM2BVMxajEPdAVUl46FlGXGrC4H88A5jhQkgtW2qP334j1LCF75LHER0Nt/0TIWoJVdW+dOrRA+y2btQ29u8Pdcy0EKoo1PvHTPbMhWFnwd9f74BqvpkzZzJhwgQCAwPp3r07n3zySZFJBVevXmXVqlWANqnggw8+YObMmTz99NNERkaybNkyvvrqK9M+X3zxRfr06cOiRYsYOXIkGzZsYNu2bYXWTkhLS+P8+fOm5xcuXODYsWPUq1ePxo0bk5eXx5gxYzhy5Ag//vgj+fn5ptm69erVw9bWlt9//50vvviCIUOG4O7uzqlTp3jppZfo2LEjPXv2rI70CVHj7dq1657ev3Pnznt6vXfv3oVm6gL4+/uX2H6mSZMmplm0xSn4XSaEEKLyWVSxFmDq1KlMnTq12NdWrFhRZFtQUBBHjhwpdZ9jxoxhzJgxJb5e2j9SBRRFYd68ecybN++uY4W4Jzk5ZEUeQ1Wh0ZhuekdTJv36wbbN+dhMn4NiyITAQOjcWe+whM7Uc+fhyBH62v9K/YYv6B1OyUaMgHfewfPQjzRrNo7wcCnW1ka//QaxsTDt6WyYtUXbaOYrzrVvD15esGWLFGurg16TCqKioujbt6/pecGCX48//jgrVqzgypUr/PDDDwB0uKMd0c6dOwkODsbW1pbt27fz7rvvkpaWhq+vL0OHDuWNN94ocmu0EEIIIYSoWhZXrBWi1vvlFzKTc8h2qs99Xfz0jqZMWrcGD29rjucEE5T0M4SHS7FW8OfqcLJzwCWkB9xxW55ZCQmBxYvh1CmGTb3Mhz/4kpwMrq56Byaq044dUL8+tEnYCenp4OMDZr6IiqLA8C5xJH6whuw8Bbu/m/GXIjWEHpMKgoODS51YcLfZcQC+vr5ERESUOkYIIYQQQlQPi+pZK4QA8vK44OBPepuuKIaKrQZd3RQFgoNVfswegGpEq3rk5+sdltCTqpK2LhwbG/D8W4je0ZSuXj3o0gWAXtYHUBStd6moPfLzYc8eCAoCw4/aDEWGDQMLWAk3uGUsfS59TtqKb7UisxBCCCGEEMKsmf+nDCFEIcmtuvFmi1Vk/H2e3qGUS79+cMI+kGRcISkJoqP1DknoKO3ob3DlMs71bVH69NY7nLubNg2+/RaHiWPp2hW2bdN6mIra4eRJSE2FoAf+hMOHtY3DhukbVBm59OlAXqMmpCdkom7eonc4QgghhBBCiLuQYq0QFubECe2/7TpY1l9fb2+4736VKNd+2oZt2/QNSOjq0vLtqCrUCekFjo56h3N3DzwATZsCMGAAXLwIv/+ub0ii+kRGgrs7NO3iAR9/rBXvfXz0DqtsFAXbR0aRnQOpK7/XOxohhBBCCCHEXVhWtUeI2i45mVNRGfj4aL0TLU3Pnjn8nDuAvDxg+3ZphVCL5W/bhaMj2If2vftgM9OxvZF69eT7htpCVeHAAejeHRQrA3TqBJMm6R1WuTT5nyEotjZkHjsDp0/rHY4QQgghhBCiFFKsFcKSrF7NgLf6Mj71U70jqZCuXXOJ8QjgulpX6/V4+bLeIQkdxF/L44B1L2xaNIVevfQOp+wSEuCVV7B6ZBx9g4xEREBurt5Biap2/jwkJkK3bnpHUnGGem5kd+9LWhrkfbdO73CEEEIIIYQQpZBirRAWJHt/FHnZ+Xi289I7lApxdFTp0t3A++0+Rf15MzRpondIQge79lqz9YEXcNnyLTg76x1O2bm4wP79cPEioY1+JS0NDh7UOyhR1Q4c0E7TNtvC4J134MoVvUOqEI9nHsJohPS1myEjQ+9whBBCCCGEECWQYq0QliIjg5wjJwFoODJQ52Aqrm9fOJ7kx/kLVnqHInSgqrBzp3ZLub293tGUk52ddgIDDY5t4f77YccOnWMSVS4yEnp0yMCwbi18/TVcv653SBXiGRpAkk9rDvuMhJwcvcMRQgghhBBClECKtUJYiqNHyUw3klG3IXVbWebMWoAOHaBuXa1gp03zStc7JFGNLh69idMv++nb00KLRYMGaf8NDyeoVz5Hj8opXJNdvap1axlo2A6ZmdC4MbRrp3dYFWMwcOUfK1hi/xLpNm56RyOEEEIIIYQogRRrhbAUUVFkZkJWG8udVQtgZQXBwZDw9XaMQ4fB4sV6hySq0e//3cH/nHmBDp+9oHcoFdOli/Ztw82b9LI9RF4eREfrHZSoKpGR2oTq+37bpG0YNgwURd+g7kHvPgp5eVprByGEEEIIIYR5kmKtEBYie18UOblQJ7iz3qHcs/794XquCxkX4rUptnl5eockqkF+Pqg7d+HsDIbuFrpak7U1DBgAQN1DW2jRQmtjK2qmyEjo3fJPrI5GaRsGD9Y3oHvk7g6t/VV++zoaNm3SOxwhhBBCCCFEMaRYK4QlSE0l+9ezADR+yLJn1gL4+YEhsBN/5taFlBSIitI7JFENThxIw/fPw9qaYrd6v1qkgoLdjh30DMwmKkpagNZE16/Db79BSP7PWrPlTp3Ax0fvsO7ZcO8oBn77LLkL/wXZ2XqHI4QQQgghhLiDFGuFsASKwr5uszjhPw6XZu56R1MpQkKt2Gfbj9w8IDxc73BENTi/ch8O1nnY3d9Eq9hbqrZtoVcveOopunfJJzsbjh7VOyhR2Q4eBCuDSovfftI2DB2qb0CVpO2kAG7ae5Melwrbt+sdjhBCCCGEEOIOUqwVwhI4ObHOZhzxj7+sdySVpndvOOUzgJQUpBVCLZCVBVa7d+LsAoolz6oFMBggLAwmTsTnPkd8fbXb5UXNEhkJHVrnYh3UExo21Pq31ADOrgZiu4wkLRVYv17vcIQQQgghhBB3kGKtEBYgMRFiY7UJfTWFgwM0GtGJuKy6qNIKocY7tDeH+xL24+yEtsJcDdK9uzYLU75vqDnS0uDXX6FLL1uYPl0rajo56R1Wpak3aQQZWQZyDx2BS5f0DkcIIYQQQghxGynWCmHuUlKI/fB7PDJjaNNG72AqV0ioFdEufcnIALZt0zscUYXOfn0UN5sMbBp6QqtWeodTOdLTYdMm+jodJi0NTpzQOyBRWQ4f1hbE69r11gZF0TWeyhYQ6slZj56kyuxaIYQQQgghzI4Ua4Uwd1FReC57i2mXZuHioncwlatFC7jWcSgH/MbDyJF6hyOqSFIS/Bjfhd/fWgOvvaa1EagJvvgCXn+dhjs+x9NTWiHUJJGR0Mv9DPXPHQCjUe9wKp2DA6T0e4i0NGDjRlkhTwghhBBCCDNSQz4xC1GDRUWRmQG57TvrHUmlUxRo81h73rf7Ozcb1aAeD6KQPXvAYKXQaWxz6NFD73AqT0gIAMqhg/Rpn8yBA6CqOsck7ll2NkRHw8iklTBtGixdqndIVaL5xJ4kqB5kWDtrfXaEEEIIIYQQZkGKtUKYuax9UeTmgUu/QL1DqRLBwWBlJYuS12QRERAQAM7OekdSyZo0gZYtIT+fvuoObtyAs2f1Dkrcq2PHwCojlaaXI7QNNWRhsTsFdLHiv92Xs+5v34Ofn97hCCGEEEIIIW6RYq0Q5uzGDXLO/AEo+D4YoHc0VcLJCXp2N3L2iyjUfy+WVZpqmNhYaLL1EyaenaOt2FTTDBoEgO/prbi6wv79Oscj7tnhw9DPuA07cqBZM60gXwPZ2ECrft5E7FZkRrgQQgghhBBmRIq1QpizWy0QUhq0wMmnhjWsvU3IQJWhe18hc/mX2v3HosbYHaHSLfFHGp3aCgkJeodT+QYOBEA5Ek1w2+vSCsHCqSpERUFw5iZtw7BhNW5xsdsFBWlfqPx+Kht++UXvcIQQQgghhBBYYLF2yZIlNG3aFHt7ewICAtizZ0+p4yMiIggICMDe3p5mzZqxtJjec2vXrsXf3x87Ozv8/f1Zt25dodd3797N8OHD8fHxQVEU1hezcvKkSZNQFKXQo1u3bvf0swqhHo4iIxPyOtTMFggFWrez4mLTfqSkANu26R2OqCSqCqc2nKOR1TUMdrbQvbveIVU+Hx9o2xaMRvqp24mNhUuX9A5KVNSlS6BeuUrjxKNakXbwYL1DqlJt24KvdSx1xg6BqVMhNVXvkIQQQgghhKj1LKpYu2bNGqZPn86rr77K0aNH6d27N6GhocTExBQ7/sKFCwwZMoTevXtz9OhR5syZwwsvvMDatWtNYyIjIxk/fjwTJkzg+PHjTJgwgXHjxnHw4EHTmPT0dNq3b88HH3xQanyDBw8mNjbW9Ni0aVPl/OCi1sqOPEJeDe5XW0BRwHX0ANLSIC98h7RCqCEuXADPkzu0XrU9emhL0NdEtxYa8+Mijo7SCsGSHT4M3W9uwt4B6NwZPD31DqlKWVlBq75eXMl2R83Kgo0b9Q5JCCGEEEKIWs9a7wDKY/HixUyePJmnnnoKgLCwMLZs2cJHH33EwoULi4xfunQpjRs3JiwsDIBWrVoRFRXFO++8w+jRo037GDhwILNnzwZg9uzZREREEBYWxldffQVAaGgooaGhd43Pzs4OLy+vMv882dnZZGdnm56npKQAYDQaMRqNZd5PeRmNRlRVrdJj1FTVnbu9k5ex7cYxXh3Z0eL/f90tdx0md+TSv+uSeuUmrocPQ9eu1Ryh+bLUv7M7d0Kn5J04uIMxOBh0iL9achcaCsHBKA0a0Hmxkf37FR5+2PJ7IVjqeXcvDh9WGGV3EiUHjKGhFT5nLSl33brD1pXjaJe9ENtvvkEdNw4M+n2XX1LuLCGXQgghhBBCVAaLKdbm5OQQHR3NK6+8Umh7SEgI+0uYxhQZGUnIrRlPBQYNGsSyZcvIzc3FxsaGyMhIZsyYUWRMQYG3PHbt2oWnpydubm4EBQXxz3/+E89SZuUsXLiQ+fPnF9mekJBAVlZWuY9fVkajkeTkZFRVxaDjBzJLVN2523vckZttA0knlfT49Co/XlUqS+7i/XvgemIj1uvXk960aTVHaL4s8e+sqsKR9ckMyf+NPFXh5v33o8bHV3sc1ZY7RYH4eO6/34atW+vw668pNGhg2cUlSzzv7kVamsLx4650nDaX5g1PkN+4MVTwnLWk3Hl7w3HvYBLP/gfPCxdI+flncjt31i2eknKXKi0ahBBCCCFELWExxdrExETy8/Np0KBBoe0NGjQgLi6u2PfExcUVOz4vL4/ExES8vb1LHFPSPksSGhrK2LFj8fPz48KFC8ydO5d+/foRHR2NnZ1dse+ZPXs2M2fOND1PSUnB19cXDw8PXFyqbjEpo9GIoih4eHiY/YdIc1OduVNVuHhRoVcvFU9Py799vCy583tqCHnTfkLZeRjPN+uBtcX8iqpSlvh39sQJaH55M26uVth074pH8+a6xFHduevXOZVljnZcvOhO27ZVfrgqZYnn3b04cwZsbBT6D7Clvnvve9qXpeWuWz+IvPEQo3O+ot62bahDh+oWS0m5s7e31y0mIYQQQgghqpPFVUKUO1ZlVlW1yLa7jb9ze3n3WZzx48eb/tymTRsCAwPx8/Pjp59+YtSoUcW+x87OrthCrsFgqPIPd4qiVMtxaqLqyl3a87PpEt2YTo8/isHgWqXHqi53y13LhwM5/Uo9/ky3p3lcHDRuXM0Rmi9L+zu7Zw9Yebhj73k/Sr9+KDrGXS25MxrhpZeos38/vbt9S1RUY0aOrLrDVRdLO+/uxdHDebRsnIenZ+UUBS0pd716wUebxjEi7Sts9+9HuXYNGjXSLZ7icmcJeRRCCCGEEKIyWMyVr7u7O1ZWVkVmvMbHxxeZGVvAy8ur2PHW1tbUr1+/1DEl7bOsvL298fPz49y5c/e0H1FLxcWRvyWcAVc+44G2NnpHU20Uaysuvvk5s1psIMVNCrWWKi8P9u0Dt78NQ/niCyjhC6saxWDQfvD8fPobwzlxAjIz9Q5KlJXRCBmbd/O/20Pgww/1DqfadegAaXV9udiwh3Zbx4EDeodksZYsWULTpk2xt7cnICCAPXv2lDo+IiKCgIAA7O3tadasGUuXLi0yZu3atfj7+2NnZ4e/vz/r1q0r9Pru3bsZPnw4Pj4+KIrC+vXri+xDVVXmzZuHj48PDg4OBAcHc/LkyUJjsrOzef7553F3d6dOnTqMGDGCK1eulD8JQgghhBDinlhMsdbW1paAgADCw8MLbQ8PD6dHjx7Fvqd79+5Fxm/dupXAwEBsbGxKHVPSPsvq+vXrXL58GW9v73vaj6iloqLIzIQkH38c3R31jqZa9RrdABSF7dv1jkRU1NGjkJoKQUG3NpTzTgWLdatH+v2XtpCXB8eO6RuOKLtz58D/4k+42GRAfr7e4VQ7W1vo0gW+9ngBvvsOxozROySLtGbNGqZPn86rr77K0aNH6d27N6GhocTExBQ7/sKFCwwZMoTevXtz9OhR5syZwwsvvMDatWtNYyIjIxk/fjwTJkzg+PHjTJgwgXHjxnHw4EHTmPT0dNq3b88HH3xQYmxvv/02ixcv5oMPPuDw4cN4eXkxcODAQr2Ap0+fzrp16/j666/Zu3cvaWlpDBs2jPxa+HdCCCGEEEJPFtUGYebMmUyYMIHAwEC6d+/OJ598QkxMDFOmTAG0HrBXr15l1apVAEyZMoUPPviAmTNn8vTTTxMZGcmyZcv46quvTPt88cUX6dOnD4sWLWLkyJFs2LCBbdu2sXfvXtOYtLQ0zp8/b3p+4cIFjh07Rr169WjcuDFpaWnMmzeP0aNH4+3tzcWLF5kzZw7u7u489NBD1ZQdUZOoh7VirTEoUO9Qqp2LC/TsCVs35fFg33QUt5rRAqI22bULetkdxs+jNVCLvmwIDoa33sLh2h90vP93Dh9uTvfuegclyuJ4RBKdkvZiXxfQsV+rnnr2hIW77yPWDuRr5opZvHgxkydP5qmnngIgLCyMLVu28NFHH7Fw4cIi45cuXUrjxo1Ni9q2atWKqKgo3nnnHUaPHm3ax8CBA5k9ezagXetGREQQFhZmup4NDQ0lNDS0xLhUVSUsLIxXX33V1Jpr5cqVNGjQgC+//JJnn32W5ORkli1bxueff86AAQMAWL16Nb6+vmzbto1BgwYVu+/s7Gyys7NNz1NSUgCt97DRaP6LLBqNRlRVtYhYq1J583D7OEv5f10Wcj5oJA8ayYPkoIDkQSN50FQ0D+Udb1HF2vHjx3P9+nUWLFhAbGwsbdq0YdOmTfj5+QEQGxtbaPZC06ZN2bRpEzNmzODDDz/Ex8eH9957z3QBDNCjRw++/vprXnvtNebOnUvz5s1Zs2YNXbt2NY2Jioqib9++pucFi4I9/vjjrFixAisrK3799VdWrVpFUlIS3t7e9O3blzVr1uDs7FzVaRE1jaqSvS+KvDxwG1D7irUAY51+Jmndv/jTJhivJa/rHY4oh6ws+HVvMv85+RzKQGv48UeoV0/vsKqHszP06AEREYQatrDk8FRUtfZMLLZkmRu24uSQj/LAA6DTYnh6CwgAOzuthcmYMcCff4Knp5zAZZSTk0N0dDSvvPJKoe0hISHs37+/2PdERkYScmtGfoFBgwaxbNkycnNzsbGxITIykhkzZhQZU1DgLYsLFy4QFxdX6Fh2dnYEBQWxf/9+nn32WaKjo8nNzS00xsfHhzZt2rB///4Si7ULFy5k/vz5RbYnJCSQlZVV5hj1YjQaSU5ORlXVWt0Xubx5yMz9a7Z1QkICDjZWVRletZHzQSN50EgeJAcFJA8ayYOmonm4/W6msrCoYi3A1KlTmTp1arGvrVixosi2oKAgjhw5Uuo+x4wZw5hSbvkLDg42LUxWHAcHB7Zs2VLqMYQos9hYsmPiUBUr/Ia30zsaXTTu3AAMKWRv2QW5s8Gm9vTttXQHD8J9sbtxqWOEJk1qT6G2wKBBEBFB66tbSXL8H86fV2jRQu+gRGlu3oRGv/yEYx1q7axa0Aq1AQGwfz+MObcQ1q2DsDDtCwhxV4mJieTn5xdZ86BBgwZF1kYoEBcXV+z4vLw8EhMT8fb2LnFMSfss6TgF77tzP5cuXTKNsbW1pW7duuU61uzZs02TGECbWevr64uHhwcuLi5ljlEvRqMRRVHw8PCo9R88y5OHjJw80589PDxwtLW4j5TFkvNBI3nQSB4kBwUkDxrJg6aiebC3L98ixjXjX1YhapKoKDIzIKlha1rWr0W3kN9G6dgBx4b1SL5wg9Qdh3EeJMUCSxERAcHGnVp9/bY7EmqN3r3B3h7nlCu0tDvN4cP+Uqw1cyd/ukjj1JM4ehq0Ynst1rMn/OtfkOpmh7PRCCtXSrG2nJQ7ZiKrqlpk293G37m9vPusrNjKMsbOzg47O7si2w0Gg8V8kFMUxaLirSrlycPtY2pa7uR80EgeNJIHyUEByYNG8qCpSB7Km7PanWEhzJCals6NPBeMnWpnCwQADAZcRg0ABWKWhd99vDALKSlw4lAGbdJvrSTfr5++AenBwQGefBJl9mwa92jE4cN6ByTuJv3bTdjbg3WfnrVvJvgdOnfWbmTY2/gxsLKC6Gg4eVLvsCyCu7s7VlZWRWahxsfHF5nRWsDLy6vY8dbW1tSvX7/UMSXts6TjAKXux8vLi5ycHG7evHlPxxJCCCGEEPdOirVCmJmrfR7hlcBt2E15Qu9QdGU3dADOTmC1ZxdqTq7e4Ygy2LsXHri+Dxf7HGjcGJo10zskfTz5JIweTfveLpw/Dzdu6B2QKEleHqwzjiRu+DMwdqze4ejOwQE6dYKdpxpAwYJVK1fqG5SFsLW1JSAggPDwwl8whoeH06OE2cndu3cvMn7r1q0EBgZic6v9T0ljStpncZo2bYqXl1eh/eTk5BAREWHaT0BAADY2NoXGxMbGcuLEiXIdSwghhBBC3Dsp1gphZn79FQzWBlp1ctA7FH116IBTE3esMlM5+/khvaMRZbBrFwy03om1FVoLhFq+MFFAgJaC6Gi9IxElOX0artKQuv/7jNzuf0uPHlpebg6fqG3YuRNu9TUVpZs5cyaffvopy5cv5/Tp08yYMYOYmBimTJkCaP1dJ06caBo/ZcoULl26xMyZMzl9+jTLly9n2bJlzJo1yzTmxRdfZOvWrSxatIgzZ86waNEitm3bxvTp001j0tLSOHbsGMeOHQO0BcWOHTtmWnRXURSmT5/OW2+9xbp16zhx4gSTJk3C0dGRRx99FABXV1cmT57MSy+9xPbt2zl69Ch/+9vfaNu2LQMGDKjizAkhhBBCiNtJsVYIc5KVxS/HVVq0gHL2n655DAYch/XDzg7iv9ymdzTiLuLj4ezJPNqm7NM21MZ+tbdLSsL55294WP2KQ/Jdg9mKioK6daF5c70jMR9duoC1Ney91gz69AFVhdWr9Q7LIowfP56wsDAWLFhAhw4d2L17N5s2bcLPzw/QZqoWFFBBm/G6adMmdu3aRYcOHXjzzTd57733GD16tGlMjx49+Prrr/nss89o164dK1asYM2aNXTt2tU0Jioqio4dO9KxY0dAKxp37NiR119/3TTm5ZdfZvr06UydOpXAwECuXr3K1q1bcXZ2No35z3/+w4MPPsi4cePo2bMnjo6ObNy4ESsrqyrLmRBCCCGEKEoWGBPCjKjzFzBo1XH+nDgLqOXFLkAZPoyUGGe+OBtCmxu1vp2kWYuIAGt7a+w3rIFDu8HfX++Q9HX6NLz9Nv1z6vKC3Thyc624dVezMBdZWfi8P5+R3QeiqMGgyPfXAE5O0K4dHDwIwx9/HHbv1mbXzpoFxSwkJQqbOnUqU6dOLfa1FStWFNkWFBTEkSNHSt3nmDFjGDNmTImvBwcHmxYmK4miKMybN4958+aVOMbe3p7333+f999/v9R9CSGEEEKIqiWfTIQwF6pK9r4o6qT/SZN2rnpHYx78/Wmy6H9IcGnO7t16ByNKExEB3bqBfRMvGDcOavkKoXTuDG5uuHGTRnFRnDihd0DiTje+30WzP8Lp+0tYrW/ZcaeuXeHECUi/rz288QasWyeFWiGEEEIIIarJPX+azs7Orow4hBAXL5Ide4N8K1v8hrbROxqz4eSk3Za7Y4fekYiSXLyotbQMDtY7EjNibQ0DBmBrC70ztnD4sN4BiTslffETigLODw+TYu0dOneG/Hw4cgQYPhxuu1W+JpNrWiGEEEIIYQ7KXazdsmULkyZNonnz5tjY2ODo6IizszNBQUH885//5Nq1a1URpxA1X1QUGZlw07c99i62ekdjPoxGRrpF0HXLAi7+lqN3NKIYu3ZB1/QdBKx8QZtiKzQhIShA57QdREfmcJe7lEV1SkjA9uhBHB3AZuQQvaMxOx4e0KyZ1grBRFUhIUG3mKqCXNMKIYQQQghzVOZi7fr167n//vt5/PHHMRgM/P3vf+f7779ny5YtLFu2jKCgILZt20azZs2YMmUKCTXsgl6IqqYeOkxmJhAYqHcoZuf+79+ie+IPnPxMVmoyN6qq1WeHWm3GcGA/cr//bTp0AA8P3KzTqHv2AFeu6B2QKJC9YTNZGUby27SHRo30DscsdemiLcCWlwfExsKkSTBhAuRY/pdmck0rhBBCCCHMWZkXGHvrrbd45513GDp0KIZiehGOGzcOgKtXr/Luu++yatUqXnrppcqLVIiazGgke+9h8vOh3uAuekdjXgwGDAP643z2G3I2bcP4z161vh2qOTl5ElLj0rk/cS9YAQMH6h2S+TAYYOBAHL74ks43tnDoUB98ffUOSqCqpHz5Iyrg8shQvaMxW126wNdfa2vltX3AXZtVm5gIP/4Io0bpHd49kWtaIYQQQghhzspcrD10qGwz2ho2bMjbb79d4YCEqJVOnSIzIZVsGydaDvXXOxrzM2AAzp9/Q/OrERyPyqVjFxu9IxK3RERAz7wIHKxyoEkTaNFC75DMy6BBGNaswcvTyA8HVUaPlt6oujt3jvxzv2PlYIvr6AF6R2O27rsP6tWDQ4egbVsbmDgR3nkHli/X+tjaWO7vYbmmFUIIIYQQ5qxS5qfl5+dz7Ngxbt68WRm7E6L2cXEhsskjXA0Yia2Dld7RmJ8OHbDzqY+rIZUzq6QVgrnIy4N9+2CQshUFICREFmq6k78/hIeTMXchp88oJCfrHZDIT0nnnLU/GQF9wMVF73DMlqJos2sPHtTanfDQQ1C/PsTFabNrayi5phVCCCGEEHqrULF2+vTpLFu2DNAuaoOCgujUqRO+vr7s2rWrMuMTVeCPP+Cnn+z0DkPcJr1+Yz5xeon8F2boHYp5MhhQ+vfH2RmUHdu03r5Cd0eOQN6NFJrHR2obQkL0DcgcKQq4uNC5s/Y0KkrfcASccejI221WYbNwgd6hmL0uXbR2tVeuAHZ28Pjj2guffXarma3lk2taIYQQQghhbipUrP3uu+9o3749ABs3buTChQucOXOG6dOn8+qrr1ZqgKLyXbgA33zjwPXrekciChw7Bvn5srZYqQYMwNkZ/ON3Ebk7V+9oBLBrFwyw2omddT60bKm1QRDFcnODwIaxHNmboXcotd6hQ9r/j5ZtbPUOxey1bw+2tlrOAK1Xbb16cO0a/PSTrrFVFrmmFUIIIYQQ5qZCxdrExES8vLwA2LRpE2PHjqVly5ZMnjyZX3/9tVIDFJWvWzdt3Zt9+/SORABw4QKXvz9ME58cPD31DsaMdeiAjWc98GzA4Z/i9Y6m1svM1G6PbtGtPnTqBIMG6R2SeXv9daZtHU5e+E5ycvQOphY7dIjj+9Lo3Fk6dpSFrS107Kj9XQfA3l7rXQuwc6ducVUmuaYVQgghhBDmpkLF2gYNGnDq1Cny8/PZvHkzAwZoC3RkZGRgZSX9Ns1dnTrQtm0u+/bJJ1VzoK79ni4r/ofHr/9b71DMm8EA335Lwvtfs+9iQxIS9A6odjtwAHJyoPWzveCTT/4q4IjiNWqEUx1ofXUrUv/RSWoqOVOn8+z3IfRsek3vaCxG165w5gx/9VsePRoWLYLFi3WNq7LINa0QQgghhDA3FSrWPvHEE4wbN442bdqgKAoDBw4E4ODBgzzwwAOVGqCoGl275nL6NCQm6h2JSNtxkPx8qDeoi96hmD9XV3r00BYhl1aC+tq1C1q35q/Z4DJNsXQhIdjYQtv0AxzZlaJ3NLXT9u1kJOVww7ERrQd46x2NxSjSb9nBAfr3175AqwHkmlYIIYQQQpibCl1pz5s3j08//ZRnnnmGffv2YWenLVZlZWXFK6+8UqkBiqrRsWMONjawd6/ekdRy8fHknvkDg0Gh8ejOekdjERwcoE/nTA5tStRWKBfVLikJjh6FUW47QFZML5smTVBatMDJMZ+MH3fIuauHn34iPR3iOw/D3kG+XCgrNzetJbWpb+3tsrO1RvgWTK5phRBCCCGEubEuz+BHH32UBx98kMGDBzNmzJgirz9esEqwMHuOjtCpk8revQoPPqh3NLXYwYOkZ0Bmk1ZY13PROxrLsG4dk79+hw2Zgzh//nVatNA7oNpnzx6olxdPwDcvwzor2LJFq+iI0oWEUOeXc7S4sJXff3+Q++7TO6Ba5No18qOPkpGl4Dx2sN7RWJwuXeDbb7XWJ7YF67KdOgUzZmi9lb79FiysZYBc0wohhBBCCHNVrpm1999/P4sWLcLT05OQkBA+/PBDLl++XFWxiSrWuzecPQvxslaTbrJ2HyQrC6x7ddM7FMvh60sd62w6Ju9i7648vaOplXbtggcdt2JlANq2lUJtWYWE4GAPLVOjOLr9ht7R1C4//0xGBpxz7UyHEFnJsby6doWsLAr3W27SBPLyICYGwsP1Cq3C5JpWCCGEEEKYq3IVa9944w2io6M5f/48Dz74ID/88AMtWrSgU6dOzJs3j6NHj1ZVnCZLliyhadOm2NvbExAQwJ49e0odHxERQUBAAPb29jRr1oylS5cWGbN27Vr8/f2xs7PD39+fdevWFXp99+7dDB8+HB8fHxRFYf369UX2oaoq8+bNw8fHBwcHB4KDgzl58uQ9/axVrXNnbYaMtELQidFIxk7tvtKGo6VYW2adOqHUq4e7bQp//nhIbievZteuwW9nVXre/FHbMGiQvgFZkoYNUVr74+RoJG3Ddr2jqT1UFTZtIj0dLrcbiru73gFZnsaNtf7UhVohODrClCnwwgvQp49usVWUOVzTCiGEEEIIUZwK9axt1KgRU6dOZcuWLSQkJPDKK69w7tw5+vfvj5+fH9OmTauSQuWaNWuYPn06r776KkePHqV3796EhoYSExNT7PgLFy4wZMgQevfuzdGjR5kzZw4vvPACa9euNY2JjIxk/PjxTJgwgePHjzNhwgTGjRvHwYMHTWPS09Np3749H3zwQYmxvf322yxevJgPPviAw4cP4+XlxcCBA0lNTa28BFQyBwcIDJRirW7Onycn7gZWdRxw7tFW72gsh8EA/fpRxwl8z2zj0iW9A6pdIiKgWf5v1E86r630JsXa8pk8mcQX/8FPDCUhQe9gaonLl1FjLpOcZYfrg331jsYiKYo2u/bQIQp/QTZ2LEycqBVuLZRe17RCCCGEEEKU5J6X8nV2dmbcuHF88cUXJCQksHz5cqysrIiMjKyM+ApZvHgxkydP5qmnnqJVq1aEhYXh6+vLRx99VOz4pUuX0rhxY8LCwmjVqhVPPfUUTz75JO+8845pTFhYGAMHDmT27Nk88MADzJ49m/79+xMWFmYaExoayj/+8Q9GjRpV7HFUVSUsLIxXX32VUaNG0aZNG1auXElGRgZffvllpeagsvXqBefOQVyc3pHUPvlN72NRuy+48PgbWtFLlN2AATg6QLukCA7sy9c7mlpDVbUWCKNtf8SgAEFB4CK9lsslKIim/zOYPFvH4hdsEpWvcWNO/esnlrf4PwJ6W25RUW9dukBiIly8qHckVac6r2mFEEIIIYQoSbkWGLsbKysr+vfvT//+/StztwDk5OQQHR1dZGXekJAQ9u/fX+x7IiMjCQkJKbRt0KBBLFu2jNzcXGxsbIiMjGTGjBlFxtxerL2bCxcuEBcXV+hYdnZ2BAUFsX//fp599tli35ednU12drbpeUpKCgBGoxGj0Vjm45eX0WhEVVWMRiMBAWBjo7B7t0ox62uIO9yeu3t16gycM7Sk4cQWVfr/21xUZu5o3x7FzRWPP5OJ2XAE4yMB975PM1apubsH585B3OU8Olz/GRVQhw4FMz93zSV3t3NwgDZtFA4ehNBQ8+3jYY65q6hdJ+uT8EAvmjUzVsspW5NyV8DfH+ztFQ4cUPHzq7rjlJS76s5lVV7TCiGEEEIIUZoKFWuvX7/O66+/zs6dO4mPjy9yAX3jRuUvnJKYmEh+fj4NGjQotL1BgwbElTAtNC4urtjxeXl5JCYm4u3tXeKYkvZZ0nEK3nfnfi6Vco/2woULmT9/fpHtCQkJZGVllfn45WU0GklOTkZVVQwGA/7+ddi61UCfPubbssFc3Jm7e7Fzpz12dna4uibXikXeKjN3AHUCArC/tJW6x7Zy8qQfHh41pyhyp8rOXUVt3OhA87xz2OfeJMfFmZvNmpn9CoXmkrvbKSkphMZt5Y+IP7k46TmzvYPcHHNXbkYjqmJg1y5XunXLISEhs5oOWwNyV4yWLesQEWGgb9+qu14oKXdV1VZKj2taIYQQQgghSlOhYu3f/vY3fv/9dyZPnkyDBg1QFKWy4yrRncdSVbXU4xc3/s7t5d1nZcU2e/ZsZs6caXqekpKCr68vHh4euFThrcVGoxFFUfDw8MBgMDBoECxapJCX54CPT5Udtka4M3cVduwY932+Hq8ufWnQIKjyAjRjlZa7Ao8+Sm7L1hz4rj/1z7nTuvW979JcVXruKiA/H44dU+gzphPWY7fBxYt4envrEkt5mEPuijAYqBe1Es8ElfjjU+gy0jzzaJa5K6833+Tm6Tga/DmFwYPb4unpXC2HrRG5K0bfvhAWpmBr64CbW9Uco6Tc2dvbV8nx9LymFUIIIYQQojgVKtbu3buXvXv30r59+8qOp0Tu7u5YWVkVmfEaHx9fZEZrAS8vr2LHW1tbU79+/VLHlLTPko4D2gxb79uKF3fbj52dHXZ2dkW2GwyGKv9wpyiK6Thdumi35e7frzBuXJUetka4PXcVlbZ5Ly3ObcKurQGDofYseFMZuTPp0AG7Dh3wuwYHD0IJLaVrjErNXQUcPw7JydC3r4Khbl2oW1eXOCpC79wV4emJoVsAdteiuPntdgwPTdQ7ohKZXe7KIzsbtm/HGJNB3bbP4u9voDrrcBaduxJ07qyt8RgdrTBwYNUdp7jcVVUe9bimFUIIIYQQojQVuvJ94IEHyMysnlsJC9ja2hIQEEB4eHih7eHh4fTo0aPY93Tv3r3I+K1btxIYGIjNrQWdShpT0j6L07RpU7y8vArtJycnh4iIiHLtRy92dtrCIXv26B1J7ZGy9QAK4Dm8q96hWLzu3eH0aUhK0juSmm3XLmjSIJP77tM7khoiJIQ6TuC8f6u5t/21XLt3o2ZkcMXoQ8PQdtVaqK2pXF3hgQfg8GG9I6k8elzTCiGEEEIIUZoKFWuXLFnCq6++SkREBNevXyclJaXQo6rMnDmTTz/9lOXLl3P69GlmzJhBTEwMU6ZMAbS2AhMn/jVDacqUKVy6dImZM2dy+vRpli9fzrJly5g1a5ZpzIsvvsjWrVtZtGgRZ86cYdGiRWzbto3p06ebxqSlpXHs2DGOHTsGaAuKHTt2jJiYGECbATJ9+nTeeust1q1bx4kTJ5g0aRKOjo48+uijVZaPytSrl7bC85UrekdSCyQkwG+/Ye8A9kFSrL0n2dn0uPkTY8+9xcED5rtQk6XLzob9+2HW6ckok5+EP/7QOyTL168fjk4GGiSd4fedMXpHUzP9/DPZWXDAdTA9etWc2a1669wZjh6FnBy9I6kcel3TCiGEEEIIUZIKtUFwc3MjOTmZfv36Fdpe0KM1Pz+/UoK70/jx47l+/ToLFiwgNjaWNm3asGnTJvxuLUscGxtrKqCCNuN106ZNzJgxgw8//BAfHx/ee+89Ro8ebRrTo0cPvv76a1577TXmzp1L8+bNWbNmDV27/lVEi4qKom/fv25VL+gz+/jjj7NixQoAXn75ZTIzM5k6dSo3b96ka9eubN26FWfn6umPd68CAsDeHvbuhYcf1juami19y14yMsA+sDXUq6d3OJYtP586Yf+kb1IO328ax6DBMu2zKhw6BPUSf8M77Tc4bQO32siIe+Dmhn3vLlh9fYDYr3fQov8kvSOqWZKTYd8+0tLht3aDeaYG97Subl26wKpVcOIEdOqkdzT3Tq9rWiGEEEIIIUpSoWLtY489hq2tLV9++WW1L8YwdepUpk6dWuxrBYXT2wUFBXHkyJFS9zlmzBjGjBlT4uvBwcGmhclKoigK8+bNY968eaWOMyu3/Uy2ttoHsH37pFhb1eLXav0m6o3so3MkNYCjI3TvjlN8BNZ7dpCRcR+OjnoHVfPs3AlD1R+xtQF699buhRb3TBnQnzo/HMBmz3Zgkt7h1CzbtqHm5/O7VUuaD2yGlZXeAdUcjRuDp6f2JU5NKNbqeU0rhBBCCCFEcSp0X+CJEyf47LPPGD9+PMHBwQQFBRV6CDN37Bgur7yiTY25Tc+eWiuEq1f1CatWyM5GOXwQB0dwHCzF2krRrx91nKBN/A6iovQOpuZJToajh/PokfyztmH4cH0DqkmCg7F3d+Jivi8J13L1jqZm2bSJnGzY5xyKBbSOtyiKon25e/hwoe98LVZlX9MuWbKEpk2bYm9vT0BAAHvusiBAREQEAQEB2Nvb06xZM5YuXVpkzNq1a/H398fOzg5/f3/WrVtX7uMqilLs41//+pdpTHBwcJHXH5Zv8IUQQgghql2FirWBgYFcvny5smMR1eXqVWyOHkVZswZy/yoQBARoi43t26djbDXcjdN/ckn1w9bPG1mpqZL07o2NnRVN8s5z4mfp/VnZIiLAP2k/dZWbWtuO7t31DqnmqFsX613b+ML/LaKO2+gdTc2hqjByJJc8O3O2ySDatdM7oJqnc2eIj4dLl/SO5N5V5jXtmjVrmD59Oq+++ipHjx6ld+/ehIaGFmrRdbsLFy4wZMgQevfuzdGjR5kzZw4vvPACa9euNY2JjIxk/PjxTJgwgePHjzNhwgTGjRvHwYMHy3Xc2NjYQo/ly5ejKEqh1mAATz/9dKFxH3/8caXkRgghhBBClF2F2iA8//zzvPjii/z973+nbdu22NgU/pDZTj4ZmbeQEIyLF0NiIoSHw5AhgFao7dxZK9aOG6dzjDVUxIXGfN71S1Z/koEsTV5JXFwgMBCnxIPkb99FTs5EbG31Dqrm2L4dHlE2YmVA+11hXaF/NkQJ6rha07q1NksxNFTvaGoIRYERIwjbPIJWLeWUrQpt22p97g8dgiZN9I7m3lTmNe3ixYuZPHkyTz31FABhYWFs2bKFjz76iIULFxYZv3TpUho3bkxYWBgArVq1IioqinfeecdURA0LC2PgwIHMnj0b0BbTjYiIICwsjK+++qrMx/Xy8ip07A0bNtC3b1+aNWtWaLujo2ORsaXJzs4mOzvb9LxgUTaj0YjRaCzzfvRiNBpRVdUiYq1K5c3D7eMs5f91Wcj5oJE8aCQPkoMCkgeN5EFT0TyUd3yFPsKMHz8egCeffNK0TVEUWYzBUtjYkDViBLZffAFffKFVCG4VDnv2hEWLIDYWvL11jrMGiojQCuKO7tJYtVL160edPQfxj93B8eMT6dxZ74BqhosXIeHMddpc3w0OwLBheodUI3XuDOEf/0FOfD1sPd30DqdGuHxZe0yapHckNZONDXTsqH3JYOlf7lbWNW1OTg7R0dG88sorhbaHhISwf//+Yt8TGRlJSEhIoW2DBg1i2bJl5ObmYmNjQ2RkJDNmzCgypqDAW5Hj/vnnn/z000+sXLmyyGtffPEFq1evpkGDBoSGhvLGG2+UuljuwoULmT9/fpHtCQkJZGVllfg+c2E0GklOTkZVVQyGCt1wWCOUNw+ZuX/9vUhISMDBpmY0BpfzQSN50EgeJAcFJA8ayYOmonlITU0t13EqVKy9cOFCRd4mzEjW0KG4fPcdnD0LR45oPRCAwEBtsbF9+6CUNddEBVw7k8Ll32wYO9ZB71BqnqAgbO0XYVfHmoN7cujcWabWVoadO8GqrgsOM/4Bvx6T1h1VpF/EG7Q58BNXPplJs9ce1Tscy3b5MuzfT1RyP+ztPejQQe+Aaq4uXeC997S+1pa85mBlXdMmJiaSn59PgwYNCm1v0KABcXFxxb4nLi6u2PF5eXkkJibi7e1d4piCfVbkuCtXrsTZ2ZlRo0YV2v7YY4/RtGlTvLy8OHHiBLNnz+b48eOEh4eX+HPPnj2bmTNnmp6npKTg6+uLh4cHLi4uJb7PXBiNRhRFwcPDo9Z/8CxPHjJy8kx/9vDwwNG2ZtzCIOeDRvKgkTxIDgpIHjSSB01F82Bvb1+u41ToX1Y/P7+KvE2YEdXFBXX4cJTvvoPVq03FWnt7rWC7f78UayvblXe+4q1DK2l+8ino+eTd3yDKzt0dJTycc9+7cmA7TDVCLf73o1IYjbBrF/Tqa4PV4IEweKDeIdVYLt38ufnFT2Ru2gZSrL03P/8Mn3xC3bxIujwWJi1RqlBgoPbfqCjo31/fWO5FZV/TKne0OCqYoVue8XduL8s+y3Pc5cuX89hjjxX50PD000+b/tymTRtatGhBYGAgR44coVOnTsXuy87ODjs7uyLbDQaDxXyQUxTFouKtKuXJw+1jalru5HzQSB40kgfJQQHJg0byoKlIHsqbszKPjoyMLPNO09PTOXnyZLkCETp4+GGt/cGePdr9zrf07AnnzsGff+oXWk2jqkDEblwdcrD29tA7nJrJ1ZVu3bRZXr/9pncwlu/4cbhxA/r10zuSmk/p15c6juDw2y+of8brHY5l27aNnFyIsB1Iz556B1OzublBy5Za31pLUxXXtO7u7lhZWRWZzRofH19k1msBLy+vYsdbW1tTv379UscU7LO8x92zZw9nz5419bctTadOnbCxseHcuXN3HSuEEEIIISpPmYu1EydOZODAgXzzzTekpaUVO+bUqVPMmTOH++67jyNHjlRakKKKNG4Mf/sbzJsHPj6mzZ07a60QSmh1Jirg0uF46iacxdlFgV699A6nxrr/fmjgkEL03ky9Q7F4O3bA4zcWc9/u5ZCUpHc4NZunJ0qHduTmQeK3O/WOxnL98Qf88QepWTb85tWHEiYCikrUubPWSSkv7+5jzUlVXNPa2toSEBBQpGVAeHg4PXr0KPY93bt3LzJ+69atBAYGmhY6K2lMwT7Le9xly5YREBBA+/bt7/oznTx5ktzcXLxlEQMhhBBCiGpV5mLtqVOnGDlyJK+//jp169aldevWDBw4kOHDh9OrVy/c3d0JCAjg0qVLhIeHM2HChKqMW1SWF1/UFg267V5RBwfo1EnrWysqxx8rd2NlBQ6d20LdunqHU2MZFi3kHwcHkLJuu96hWLTMTPhl53X6xa9B+WgJJCbqHVKN5zZ6AAYFUtfLuVth27YBcNK5G/5dnSlnWyhRAV26QFYWnDihdyTlU1XXtDNnzuTTTz9l+fLlnD59mhkzZhATE8OUKVMArb/rxIkTTeOnTJnCpUuXmDlzJqdPn2b58uUsW7aMWbNmmca8+OKLbN26lUWLFnHmzBkWLVrEtm3bmD59epmPWyAlJYVvv/222Fm1v//+OwsWLCAqKoqLFy+yadMmxo4dS8eOHekp09SFEEIIIapVmXvW2tjYMG3aNKZNm8aRI0fYs2cPFy9eJDMzk/bt2zNjxgz69u1LvXr1qjJeUU169YJ33oGEBPCQu/bviapC/s7dODmBIbiP3uHUbPXq4eRgxPPMbmJjhyGTgSpm/37oeHUjznXyoV07WVisGliH9MPBcTH5J4/C9etw6xZoUUaqCuHh5OXDTtuB9Oqmd0C1Q5MmWn97S7v0q6pr2vHjx3P9+nUWLFhAbGwsbdq0YdOmTaa+uLGxscTExJjGN23alE2bNjFjxgw+/PBDfHx8eO+99xg9erRpTI8ePfj666957bXXmDt3Ls2bN2fNmjV07dq1zMct8PXXX6OqKo888kiR2G1tbdm+fTvvvvsuaWlp+Pr6MnToUN544w2srKzKlQchhBBCCHFvKrTAWKdOnUpcaEBYoJwcWLcOtmyBpUvB1pbOncHGRivajBypd4CW7czRTBrFReHsDfSRYm2V6tMHx0/+S6tLkRzel8OIMbK6UEXs2Gbkb+nrsHEBHnpI73BqBy8vVP/WZB0+SeamnThMkBUey+WPP+DCBdKybTjp3YcZnfUOqHZQFHj8cb2juDeVfU07depUpk6dWuxrK1asKLItKCjorm0WxowZw5i7rPpa2nELPPPMMzzzzDPFvubr60tERESp7xdCCCGEENWjdi/hJjQGA6xcCb/8ohVsAUdHrRXC3r06x1YD/Pb5QewNOdg394GmTfUOp2Z74AEMDTxxs80kdmOU3tFYpPh4yNpzmIbKVXBygoED9Q6p1nCa+Syftg7jsPcIvUOxPGfPgrU1Z9y606ydEy4uegckhBBCCCGEEBUjxVoB1tbw8MPan7/5xrS5Z084c0baVd6LvDzYctmfS6NmokycqE1DElVHUaBPH+rUAYfDEZSwbowoxa5d0CdhLU5OwJAhSOPP6uMa2oOswF4cOiYzwsttyBCyNoazzO0lbrs7XAghhBBCCCEsjhRrhWbECK1oe/q0NkMJbeEQa2uIjNQ5Ngt29Chczvak8SuPao39RNXr0wfHOtA6cTdHolW9o7EoqgoHN12nS1YEBgUYNUrvkGqdzp3hyBHIz9c7Estz9LwzcVYN6Sb9aoUQQgghhBAWTIq1QuPmBn37an/esAGAOnWgQwetb62omJ07oXFj6X5QrQIDsXFxxENJ4NzGM3pHY1FOn4aEqzkYQgdrVUNZWKzadWv6J0G/vM/1lxfpHYrlyMwE4OBB8PVFFhYUQgghhBBCWLRyLTCWl5eH0Wgs83iDwYC1dYXWMBN6ePBBCA+HTZvghRfA3p7OneGTTyAjQ+tjK8ouPR2M6zbwWJCCktYXnJ31Dql2sLWFJ57g0i+u7P3Dh8fztBni4u62bgX7pt54fjQfkFnJemjmlYFybSWGH2zgzeflF+/dqCpMmIDRwZELyfPpNka+GRNlI9e0QgghhBDCXJXrqrNLly64ubmhqqV/iFcUBVVVSU9P59ChQ/cUoKhGnTuDjw9cuwY7dsCQIXTsqN2O++uvSB/Actq/10j/Pz6hQ+afMMj5r5nLouo98QQN/4DEF+HUKWjXTu+AzF96OuzZo7Wv1lorS39lPRiaNSHPuzFZ12O02xoGDNA7JPP2++9w8SJZebZc9fZkqvw7JcpIrmmFEEIIIYS5KlexVlVVduzYUebxnTt3LndAQkcGg9ZX9dQp8PMDtNtJvb21HopSrC2f09/8ymjDn9i4OGqrtYlq1bQpuLtrt0ZLsfbudu+GwJjvGejXBmipdzi1l6KQ1zuYrK9XkbstAhsp1pYuPByA3z27U8ezDi3l1BVlJNe0QgghhBDCXJWrZ61SzpXsyztemIGJE+H//g9atzZt6tQJoqO1u01F2cTHg1PkVpxdgOBg7dZ8Ua2UhHgesfqGG+t3y7lbBpEb4pkY+3+4TX0UrlzRO5xazXNMECqQuW0v5OXpHY75UlUID0cFdlgNpEuXglnhQtydXNMKIYQQQghzJQuMibsKCIA//4TYWL0jsRy7dhjpdH0bTnWAQYP0Dqd22ryZnvvfps3JNcTE6B2MefvjD/Dcvx5XZyN07AiNGukdUq3m3rctOXXqkp2Qqt3WIIp3/jzExJCj2rJH6SN3fwghhBBCCCFqBCnWiuJdvAhLlkBuLm3bags0RUfrHZRlUFX4/dsjeNlex+DmAl266B1S7RQUhIMDtEiNJnp3mt7RmLVtW/LpfWM9deqgtUIRulKsDKR06ENGJhARoXc45mvXLgAuendDqeMo7U6EEEIIIYQQNYLFFWuXLFlC06ZNsbe3JyAggD179pQ6PiIigoCAAOzt7WnWrBlLly4tMmbt2rX4+/tjZ2eHv78/69atK/dxJ02ahKIohR7dunW7tx9WL0YjTJkCy5fDnj3Y24O/Pxw9qndgluH8eWh4civOzkC/fmBjo3dItZOfH4Ymfjg75JGwIVLvaMxWTg7EfbuHhjbxKHXrykJ4ZsJxcBA31LqkU0fvUMzXrUL2PqsgAgKk24wQQgghhBCiZijXAmP16tWjR48ed105t0D9+vUrFFRJ1qxZw/Tp01myZAk9e/bk448/JjQ0lFOnTtG4ceMi4y9cuMCQIUN4+umnWb16Nfv27WPq1Kl4eHgwevRoACIjIxk/fjxvvvkmDz30EOvWrWPcuHHs3buXrrfuqSzrcQcPHsxnn31mem5rqZ8cDQYYNgxWrID166FfPzp1gq++gtxcqT3ezc6d4G2diqODAUJC9A6ndgsKos6JVbj9spubNwdSt67eAZmf/fuh44W1uLgAI0ZIxctMNHmsJxO2bGFGoAEpnxdDVWHCBDJ/3kX46d48Iy0QRDnpfU0rhBBCCCFEScpVrN22bVtVxVEmixcvZvLkyTz11FMAhIWFsWXLFj766CMWLlxYZPzSpUtp3LgxYWFhALRq1YqoqCjeeecdU7E2LCyMgQMHMnv2bABmz55NREQEYWFhfPXVV+U6rp2dHV5eXlX281erESO0Ym1kJPz5J506NWDFCjh1Ctq31zs485WXB7t3Q7+ZC1FGXgc3N71Dqt369KHOZ6todXkv0QfzGDC4XL/yaoUDa6/yt6xIbOsDo0bpHY64xbWeFU2ba3c0yGTnYigKDBpEhDqIjAsQGKh3QMLS6H1NK4QQQgghREnKVbmYM2cOFy9eLPP4++67jwULFpQ3pmLl5OQQHR3NK6+8Umh7SEgI+/fvL/Y9kZGRhNwxs3HQoEEsW7aM3NxcbGxsiIyMZMaMGUXGFBR4y3PcXbt24enpiZubG0FBQfzzn//E09OzxJ8pOzub7Oxs0/OUlBQAjEYjRqOxxPfdK6PRiKqqpR+jUSOUTp3gyBHU9etp/NTTuLkpHD6s0rZtlYVm9u6Wu+hoSEpSCApSMRZM46zC/5eWpEznXWVr0wZDPVfqxSZzcMNRjCEB1XfsSlRVuYuNhYQjMTg0qofatSWqt3eNO191Oe8qSdu2sCdCJf/MeZSWLar9+JaQu8hIhdatoU4d1axOXUvInbkqKXeVnUs9r2mFEEIIIYQoTbmKtZs3by62n2txVFVl3LhxlXZhm5iYSH5+Pg0aNCi0vUGDBsTFxRX7nri4uGLH5+XlkZiYiLe3d4ljCvZZ1uOGhoYyduxY/Pz8uHDhAnPnzqVfv35ER0djZ2dXbHwLFy5k/vz5RbYnJCSQlZVVQibundFoJDk5GVVVMRhKbltsGxyM88GD5H/3HUnDh9OihRORkVYMG5ZaZbGZu7vl7qf1tjRzTaNOHVvi43UI0IyV9byrbE4dO2J7YReJB3/jyhVfi7zLv6pyt3atPb97dCB98XLyMpNRa+BJq9d5Vxn8vI203TyZrOhY0r9cgbGa79ww19wpaWnY//gjqZ26c/hwe8aNyyQ+Pvvub6xG5po7S1BS7lJTK/faQ89rWiGEEEIIIUpTrmKtqqr4+fmVa3xlUxSlyDHu3Ha38XduL8s+7zZm/Pjxpj+3adOGwMBA/Pz8+OmnnxhVwq3Fs2fPZubMmabnKSkp+Pr64uHhgYuLS4k/070yGo0oioKHh0fpHyJHjUL573+xvnkTz2vX6NOnE++8o2Bl5UBtbd1WWu7S0yF/7x7mxc6i7geDUOVDXSFlPu8q29//zs2n3mDfLCf6xap07lx9h64sVZG7/Hw4fFghJESlURMfwKdS9mtudDvvKkGvfrCnTiNycxJwP3UK2rWr1uObbe6OHEFZvZrcjfswOHzDwIG2lHITiy7MNncWoKTc2dvbV+pxzOGaVgghhBBCiOKUq1hbWlG0MsaXxt3dHSsrqyKzaOPj44vMei3g5eVV7Hhra2vTQhEljSnYZ0WOC+Dt7Y2fnx/nzp0rcYydnV2xs24NBkOVf7hTFOXux7G315ol7tqFEh9PQG8DBgMcP64wYECVhmfWSsrdgQPQ7s9wXJxUlHr1UOQDehFlOu8qW4MGNPKEhg214mRXC12IqLJzFxUFdS8dY/Ab7Wp8MUmX864SODhAUvtgMqKO4rZnDzz6aLXHYJa527MHgJP1g2lUT6Fhw8q71qhMZpk7C1Fc7io7j3pe0wohhBBCCFEai/kEYWtrS0BAAOHh4YW2h4eH06NHj2Lf07179yLjt27dSmBgIDY2NqWOKdhnRY4LcP36dS5fvoy3t3fZfkBz9cILsGULDBmCszO0aAFHjugdlHmK2JJFt6wIrK2BO3olC30pCnTpAtEH85DJUZro7/5g1tmnaPbSQ5CTo3c4ogQOg4PIzAQ1Khpu9TWv1XJyYN8+VGBLVpBFzpQXQgghhBBCiNJYTLEWYObMmXz66acsX76c06dPM2PGDGJiYpgyZQqgtRWYOHGiafyUKVO4dOkSM2fO5PTp0yxfvpxly5Yxa9Ys05gXX3yRrVu3smjRIs6cOcOiRYvYtm0b06dPL/Nx09LSmDVrFpGRkVy8eJFdu3YxfPhw3N3deeihh6onOVXFzQ1uFbYBOnXSVieXNVMKi4sDdd8+6jlkgo8PtG6td0jidr/8wqgNExm1dwbnz+sdjP7S0sDx5+9xdkb7BsYSG/nWEvf3b8Q1++ZkZRph7169w9FfVBRkZJDp6M4Jo78Ua4UQQgghhBA1Trl71pZ1cYWq6O01fvx4rl+/zoIFC4iNjaVNmzZs2rTJ1HMsNjaWmJgY0/imTZuyadMmZsyYwYcffoiPjw/vvfceo0ePNo3p0aMHX3/9Na+99hpz586lefPmrFmzhq633St9t+NaWVnx66+/smrVKpKSkvD29qZv376sWbMGZ2fnSs+DLlQVrl6lU6dGfP01nDsH99+vd1DmY+dO6HJzC3WcgIEDtamcwny4uOB27RT3p9oQtTuDFi0c9Y5IV/t2ZNMx9iecGwEl9NQW5uG++2CPdxD+N3/HISIChgzROyR9RUQAcN6nDw6qAX9/neMRFkvva1ohhBBCCCFKUq5i7ZIlS0gpx22YgwYNKndAdzN16lSmTp1a7GsrVqwosi0oKIgjd7lvf8yYMYwZM6bCx3VwcGDLli2lvt+ixcfDU0/BzZu03BxOnTr2HDkixdoCqgqRPycxJ2s3Bidg8GC9QxJ38vNDadgQlz+vkvDTIZgcrHdEurq6ajttbFOxbuQF3brpHY4ohcEA+b2Dyfx6OURGam0AautMaKPRVKyNUILp2AGt7YwQFWAO17RCCCGEEEIUp1wfc7p3715VcQhz5uGh/TczE6t9u2nfPoQjR+CRR/QNy1ycOgW+J37GtU4etGql3VYuzIuiQK9e1Dm7hrqn9hIfH2x2q8dXl7g48Dm8HhdnYORIrRoozFqjAQ+wcedTTFrYBYfaXJ28dg3S08mzdWRnaiDPSQsEcQ/kmlYIIYQQQpgr+ZQu7k5RoGBGyZYtBATA2bNa30sB27fDhXYjsX/rdZg8We9wREl69cLREVrf3Mehg7X3ltZD316iReoR6rgYtGKtMHsdOhnY1HgKJ2w71e7ieqNGsH07h5/+hDyDLQEBegckhBBCCCGEEJWvFn/qE+VScGv//v10aJ6KqsLJk/qGZA6ys7U1f3oOdEQZOQKCg/UOSZQkIAArR3saWCXw+8+/6R2NLlQVEtdG4FQHDL16UmunF1sYb2/tf9XRo3pHYgZsbdkd/wAtWmjrXwohhBBCCCFETSPFWlE2zZtrj9xcPE/uxNMTfv1V76D0d+AAZGZCv356RyLuytYWunShTh2witxLRobeAVW/s2dhndMEkt5dCVOm6B2OKCNFgfbt4eaWQ/D223D5st4hVT+jEYC8PDhyBDpLCwQhhBBCCCFEDSXFWlF2Ba0QNm+mbVsp1gJEhOfwWswzeEd8rS38I8zbwIHYDAnhYh1/7rLuYI20Ywe4eyi0fKi1rBBoYTp0gDbRK8n78hvYvVvvcKrfF1/A6NFcWfIDGRlSrBVCCCGEEELUXFKsFWVX0AohKoqOja9z4QKkpuobkp5u3IC8bbt4IPMIrF4ty5JbgtBQ6rz7Ftkdu3PokN7BVK/cXNi/K4e+fbWZmsKytG8Pp+r1IiMT2LNH73Cq3549cOkSf5zMpF49aNZM74CEKN6SJUto2rQp9vb2BAQEsOcuf18jIiIICAjA3t6eZs2asXTp0iJj1q5di7+/P3Z2dvj7+7Nu3bpyH3fSpEkoilLo0a1bt0JjsrOzef7553F3d6dOnTqMGDGCK1euVCALQgghhBDiXkixVpSdjw9MmwZLl9KqR91a37d2507onrABJydg+PDavfCPhenSBQ4f/n/27js8iupt4/h30wtJKOkSqkgREAjSEZReREQERSmKimKh2EDkB1hA1BexARYQFRVURAERARUEE3qoAqJ0SAggpBBSd94/xiyEJJCEJLtJ7s917UUyc2bm2YfdyeyzZ86BjAx7R1J8ti87zphfOtJr92TbLeVScvj5QWKjNubwHVFRZWuGx/h42LYNgJ+T2tK0qb5wEMe0YMECRo4cybhx44iKiqJt27Z069aNI0eO5Nj+4MGDdO/enbZt2xIVFcULL7zAU089xcKFC21tIiMj6d+/PwMHDmT79u0MHDiQfv36sWHDhnwft2vXrkRHR9sey5Yty7J+5MiRLFq0iPnz57Nu3ToSExPp2bMnGWXpj6WIiIiIA1BXQMmfIUMACMSc8GbHDrisY0aZYBiwaUkMI1I34uyEWayVksEwaBN6kN2Hj7Fnzy3Ur2/vgIrHqY9/oL5LEuUTj+uLhRKqapswjv5SlaCMw1g2bIAOHewdUvFYvx6sVi6EVOfPc6H0aWbvgERyNm3aNIYOHcpDDz0EwPTp0/n555+ZOXMmU6ZMydZ+1qxZVKlShenTpwNQt25dNm/ezJtvvsldd91l20enTp0YO3YsAGPHjmXNmjVMnz6dr776Kl/HdXd3Jzg4OMfY4+LimD17Np9//jkdO3YEYN68eYSFhbFq1Sq6ZA6FdZmUlBRSUlJsv8fHxwNgtVqxloAvBq1WK4ZhlIhYi1J+83Bpu5Lyf50Xej2YlAeT8qAcZFIeTMqDqaB5yG97FWulwBo2LLvj1v79N1wXtRRfHwOaNjV7HUvJsGcP1Z4fxKBjPmyIXEn9+qX/NBh/NoOgjYvx8QXuvNPe4UgBNW4MW8q14abUw7itXVt2irXr1gHwd3AbXE6bQ0KIOJrU1FS2bNnCmDFjsizv3LkzEREROW4TGRlJ586dsyzr0qULs2fPJi0tDVdXVyIjIxk1alS2NpkF3vwcd/Xq1QQGBlK+fHnatWvHq6++SmBgIABbtmwhLS0tSzyhoaHUr1+fiIiIXIu1U6ZMYdKkSdmWnzp1iuTk5By3cSRWq5W4uDgMw8CpDH+Rmd88XEi72Nv61KlTeLo6F2V4xUavB5PyYFIelINMyoNJeTAVNA8J+RxDtPRXKaTw/f03fPcdt52vwapDfUlIAB8fewdVvH5dZaX1v4vxCgJ69bJ3OJIfdepgKV+eSifPcXLlDni4ib0jKnK7P1hHQMppvCtXgHbt7B2OFFC9evBlQBuSjn2BW0SEOZxFab9Qslrhv4LTWqMtDRuCh4edYxLJwenTp8nIyCAoKCjL8qCgIGJiYnLcJiYmJsf26enpnD59mpCQkFzbZO4zr8ft1q0bd999N1WrVuXgwYOMHz+e2267jS1btuDu7k5MTAxubm5UqFAhz/GD2dN39OjRtt/j4+MJCwsjICAAX1/fXLdzFFarFYvFQkBAQJn/4JmfPCSlptt+DggIwMutdHyk1OvBpDyYlAflIJPyYFIeTAXNg0c+P8SUjr+sUrx27oSvv6ZWtTpAX3buhFat7B1U8UlNhaM/RHG38wks3t5w2232Dknyw8kJWrXC69gyKv65jtOnm+Dvb++gilb6t4vw8gbX3j3B1dXe4UgBubuDR4tGxM33pry7O8TGQi63NJcau3bBuXNkeJXjl1MNGXKHvQMSuTLLZQMqG4aRbdnV2l++PC/7vFqb/v37236uX78+TZs2pWrVqvz444/06dMn1/iuFr+7uzvu7u7Zljs5OZWYD3IWi6VExVtU8pOHS9uUttzp9WBSHkzKg3KQSXkwKQ+mguQhvzkr2xmWgmnfHpyc8Di0lzo+x9m1y94BFa9Nm9z4N7UcHt1vgx491M2rJGrTBi8vqPfvOqKi7B1M0Tq7L5agfyLMifB697Z3OHKNGoa78lKDb0j/bnHpL9QClCsHd9zBkRu7k2p1oZnGqxUH5e/vj7Ozc7ZeqLGxsdl6vWYKDg7Osb2LiwuVKlW6YpvMfRbkuAAhISFUrVqV/fv3246TmprK2bNn87UfERERESl8KtZK/lWoAOHhAHRy+oUdO+wcTzH79Vc3KrWuQ7kZr8Ozz9o7HCmIFi1wdnGiqvUA+347Ye9oitTRD5bhZFjxaNEIqla1dzhyjRo1glgC+Wt/7j3dSpUaNWD8eL6u9hw1a4JqRuKo3NzcCA8PZ+XKlVmWr1y5kla53H7UsmXLbO1XrFhB06ZNcf3vLojc2mTusyDHBThz5gxHjx4lJCQEgPDwcFxdXbPsJzo6ml27dl1xPyIiIiJS+FSslYL5b2KbBqd+4fBhiIuzczzF5MgR2L/fhS5dzNsUucKtgeLAfH2hUSO8vCB99ToyMq6+SUm13NqZ3a0fwW3wAHuHIoWgZk3w9oZt24D0dHNcllIuJQU2bYI2bewdiciVjR49mo8//pg5c+awZ88eRo0axZEjR3j00UcBc3zXQYMG2do/+uijHD58mNGjR7Nnzx7mzJnD7NmzeeaZZ2xtRowYwYoVK5g6dSp79+5l6tSprFq1ipEjR+b5uImJiTzzzDNERkZy6NAhVq9eze23346/vz93/jfppJ+fH0OHDuXpp5/ml19+ISoqivvvv58GDRrQsWPHYsieiIiIiGRSsVYK5tZbwWLB/+RuKiRHs3u3vQMqHst/Muj172e0qHzM3qHItWrTBm8vqBaznr/+sncwRSMhASIOheL6+CMaW7mUcHKCm24C908/hE6dYNkye4dUdPbsgV272LzRSkoKtG5t74BErqx///5Mnz6dl156iUaNGvH777+zbNkyqv53V0N0dDRHjhyxta9evTrLli1j9erVNGrUiJdffpl33nmHu+66y9amVatWzJ8/n08++YSGDRsyd+5cFixYQPPmzfN8XGdnZ3bu3Mkdd9zBDTfcwODBg7nhhhuIjIzE55IZYt966y169+5Nv379aN26NV5eXixZsgRnZ+eiTp2IiIiIXEITjEnBVKoEjRvjunUrt2T8xo4dA0r9JGMpKXDouyhGxc7Edcg8WLnSnPFHSqYuXXCrcT0L321Kly1Qt669Ayp8GzeC1QotWtg7EilMjRrBPwssZDgl4LxuXekdi/jjj2HNGs7VeJIaNQbz393aIg5t+PDhDB8+PMd1c+fOzbasXbt2bN269Yr77Nu3L3379i3wcT09Pfn555+vuD2YsxS/++67vPvuu1dtKyIiIiJFRz1rpeA6dIDAQK6r6sLOnfYOpuitWwfhB7/Bx8fA6NpVhdqSLigIpzataNjUjat8Ti6ZkpPxmDSWHl6/UbG81d7RSCFq1Ah2V2hL8gVgw4bSORRCaips3IjVgJ/PNdcQCCIiIiIiUmaoWCsF16cPLF2K5+B+HDlS+setXbPwNC0urMbVxYBLblGUkq1JE9i/v/S9flN//o2gnSvpdeAte4cihSw4GFKr1+ZfJ3+4cIFS+W3D1q1w4QJxbgEcdKutYq2IiIiIiJQZKtZKwbm6gpMTDRqYv5bm3rWHDkHAH99T3ieDtBtvhFq17B2SFIb4eFpsfIfHdj5G1FbD3tEUqjNzl2AY4N2vpznQqZQaFgs0amxhm/d/g7j+8Yd9AyoKa9cCsMu3NTVqWjQEgoiIiIiIlBn6BC/XrFL5DMI9/yzVxdrlP2Zwy+nv8PaG5B497B2OFBYPD7x//Jr6FzZxYMV+e0dTeGJiYPMm3N3Bd0BPe0cjRaBRI4h0bkN6OuYYLaWJYcC6dVgNWJXcRhOLiYiIiIhImaJirVyb8+ehSxce2zCYA5vO2DuaIpGcDCe/XUtlt1gsFcqT2ratvUOSwuLmBs2a4eUF6avXYZSSzrXp3y8l6bxBasOmEBpq73CkCDRsCH9VaM75VBc4ehQumWG+xDt8GI4f53yKK7u9m2kIBBERERERKVNUrJVr4+0NlSvj5WlQcftvnDtn74AK39q14Jb4Lz6h5TB69TILfFJ6tGmDtxfUOLaWf/6xdzCFwDBI+GoJViv43d/L3tFIEfHzg+tqebG9Rh945BHw9LR3SIUnIgKAv32bEHq9l75vEBERERGRMqXEFWtnzJhB9erV8fDwIDw8nLX/jWuXmzVr1hAeHo6Hhwc1atRg1qxZ2dosXLiQevXq4e7uTr169Vi0aFG+j2sYBhMnTiQ0NBRPT0/at2/P7t27r+3JlhQdOuDpATed+aVUDoXw00+Q0qMPbr8sh8GD7R2OFLY2bfDwgGrnd7Hz97P2jubaRUWRevA4eHkR0O9We0cjRahRI/i44nMYDz8CAQH2Dqfw9O9P2syP+cL7EfWqFRERERGRMqdEFWsXLFjAyJEjGTduHFFRUbRt25Zu3bpxJJfbPw8ePEj37t1p27YtUVFRvPDCCzz11FMsXLjQ1iYyMpL+/fszcOBAtm/fzsCBA+nXrx8bNmzI13Fff/11pk2bxnvvvcemTZsIDg6mU6dOJCQkFF1CHEWHDri4QL2kLeyNLAXFrkscOAD790PXroCHB/j42DskKWyBgVhq34C3p8HZZZH2juaaZaRm8JdzPc637FS6eltKNuHhcPaseZ4qVZyd2ZzeiH0eN2m8WhERERERKXNc7B1AfkybNo2hQ4fy0EMPATB9+nR+/vlnZs6cyZQpU7K1nzVrFlWqVGH69OkA1K1bl82bN/Pmm29y11132fbRqVMnxo4dC8DYsWNZs2YN06dP56uvvsrTcQ3DYPr06YwbN44+ffoA8OmnnxIUFMSXX37JsGHDcnw+KSkppKSk2H6Pj48HwGq1YrVarzVdubJarRiGUXjHCA7GUqcOXqf2krL8VzKevhOLpXB2bW/Lf0ihibGb8CaNsVothZ+7MsShc9e6NV6b/sJ3++8kJHTF29veAWWVn9zt9Ahn6o2fMu2lVMfMdTFz6NfdNapTB7y8LGz47TzVD66H666D2rULbf/2zN3atVC1qoWQEIOS+F9Xml93RS233CmXIiIiIlJWlJhibWpqKlu2bGHMmDFZlnfu3JmI/8a3u1xkZCSdO3fOsqxLly7Mnj2btLQ0XF1diYyMZNSoUdnaZBZ483LcgwcPEhMTk+VY7u7utGvXjoiIiFyLtVOmTGHSpEnZlp86dYrk5OQctykMVquVuLg4DMPAyalwOld73nwz7ht2UXX/CnbtaktQUMn/UJWUBKe/+oPHT75C6vBwEl55pUhyV1Y4cu5c6tXDI6AcZ85UYPXqs9x8c5q9Q8oiP7n7+WdPfHxc8akYT2xsMQXowBz5dVcY6tTxwu3Dd8hI+Ybk7t05P2JEoe3bHrnzmjMHa/x5/tp4Pzf3DyE2tuj+Fhal0v66K0q55a5M3KkkIiIiIkIJKtaePn2ajIwMgoKCsiwPCgoiJiYmx21iYmJybJ+ens7p06cJCQnJtU3mPvNy3Mx/c2pz+PDhXJ/T2LFjGT16tO33+Ph4wsLCCAgIwNfXN9ftrpXVasVisRAQEFB4HyLvvBPj08+pfTqKA3tcaNCgfOHs146W/Whwy4nvqODvjHOrVngGBhZN7soIh86dvz/8voqoJ5xJOWjQo4e9A8oqr7kzVq/hn23h3HqrB0FBHsUYoeNy6NddIbjtNliy8lbuSPmectu24R0QQGHd2lDsubNasfz2G+ePnsXH/w66d69NYGDR/S0sSqX9dVeUcsudh4fOaSIiIiJSNpSYYm0my2UfQg3DyLbsau0vX56XfRZWm0u5u7vj7u6ebbmTk1ORf7izWCyFe5wqVeCZ0fzwazipf1egq1PJHgfBMGDXvCgGG/tw9XaHu+6C/3JV6LkrQxw2d//F07Qp/PGHBYul0OpdheaquTtxggtPPcvIEx5YRi7DyalkFrmKgsO+7grBzTfDe/5NSTjrTsVTp7AcOAC1ahXa/os1d3v2wNmz/JvqjbVhY8LCSvb/V2l+3RW1nHKnPIqIiIhIWVFirnz9/f1xdnbO1os2NjY2W4/WTMHBwTm2d3FxoVKlSldsk7nPvBw3ODgYIF+xlUoDBhDWsTY7dlrIyLB3MNdm716otfkr/PyAHj0wf5DSrvFNVtwO/cWxY/aOpAB+/JHERIgOaEjtm1WoLSu8vKBuI3f2+t5sLvjjD/sGdC3WrSM9AzY7t6BDV1d7RyMiIiIiImIXJaZY6+bmRnh4OCtXrsyyfOXKlbRq1SrHbVq2bJmt/YoVK2jatCmurq5XbJO5z7wct3r16gQHB2dpk5qaypo1a3KNrbRq3Ngc63X/fntHcm1+n3+CJgmr8fQC7rnH3uFIcUhLo9H4njy7bQB7V5Wwaq1hYCxdyvlESO7YE3VAK1uaN4e1RhsyrJT4Ym18POwLaMNtt9k7GBEREREREfsoUR/pR48ezccff8ycOXPYs2cPo0aN4siRIzz66KOAOQbsoEGDbO0fffRRDh8+zOjRo9mzZw9z5sxh9uzZPPPMM7Y2I0aMYMWKFUydOpW9e/cydepUVq1axciRI/N8XIvFwsiRI5k8eTKLFi1i165dDBkyBC8vLwYMGFA8yXEQ15/fzuCDE4mds9TeoRRYfDy4LPqG8r5WLM2aQY0a9g5JioOrK87VquDpAQk/rrF3NPmzbRspB46TaHgRNuhWe0cjxax5c9jt15qkJGD7dvMkVtKcPo2xZw/xcVC+R2vKlbN3QCIiIiIiIvZRosas7d+/P2fOnOGll14iOjqa+vXrs2zZMqpWrQpAdHQ0R44csbWvXr06y5YtY9SoUbz//vuEhobyzjvvcNddd9natGrVivnz5/Piiy8yfvx4atasyYIFC2jevHmejwvw3HPPceHCBYYPH87Zs2dp3rw5K1aswMfHpxgy4zicd++g9dmlHP45Gl7vae9wCuSXVQbV4rbjUxG49157hyPF6dZb8Vy5Gb8tv5Gefh8uJeUMuXQpiYmw57qO9Gnqae9opJj5+0PFG0M4HluDOtYDsG0b3HKLvcPKn4gIkpLggEc9butb0d7RiIiIiIiI2E1JKUXYDB8+nOHDh+e4bu7cudmWtWvXjq1bt15xn3379qVv374FPi6YvWsnTpzIxIkTr7ifUq9jR7y83qbSka0kHT2DV1gle0eUL4YBPy23UPuJj+nQbrM545SUHe3b4+X1BlWObmf/hn+p27oEFI2SkzFWriQxEdL79sTZ2d4BiT00bw6z97zIlI/8cakSau9wCuS4NZTY2m249QZ7RyIiIiIiImI/JWoYBCkBQkJwbVIfDIPjn/1i72jybft2iI6Gbj2coFkzNPhnGRMUhHvjejg7G5xcsNre0eTNzp2kxiVz0jmUG/o1snc0YifNm8Net4bs+rdkFmpPt+rFM7V+oMKoB7BY7B2NiIiIiIiI/agSJYXOq1cnXF0hffkqe4eSb2u+PknNyinUrWvvSMReLLfeipcnOK/9zd6h5M3NN7Pk0R9ZeNPL3NRYp/Syqnp1CAiADRvsHUnB/PwzuHtYuKWDq71DERERERERsSt9spfC17EjXp7guS8KTp2ydzR5duYM1Jz/Ki9GdMPyxzp7hyP2cttteHlB4KFNJJxIsHc0efLbrgCCu9xUcsbYlUJnsZi9a08u2YgxajR8+qm9Q8qz9MPHWbU8nVtvBU8NuSwiIiIiImWcirVS+IKCMBo0JC3VIH5RyRkKIeLLQ9Q9G0EFlwSzm5qUTVWrYnl8OO83mMX2v73tHc2VpaZy7BgcOQKtW9s7GLG35s2B2JOkrvodVqywdzh5Fjf4SZ5e1oFe1XfaOxQRERERERG7U7FWioTvXZ2I9arOPyfL2TuUPDEMSP18AeXKgXO7tnDddfYOSezIZ8SDpNdvRNR2Bz5FGgbcfz/JDw4n1HqMxo3tHZDYW/36cPi61iQmWWDfPjh50t4hXd2RIyT/dQQf9xQq31LD3tGIiIiIiIjYnQNXIqQk8xzSn+/u/YaV7j3tHUqe7F1/jrp/L8bXF7j3XnuHIw6gUSPYts2siTqk3bvhwAGcdm2nTssKuLnZOyCxNxcXqNOqIvs9GpoL1qyxb0B5cHbJOpKSwDm8MXg7eE92ERERERGRYqBirRQNJyfHL3Zd4sTb3+DlnIJHo9rQtKm9wxEH0Mp7O7dEvMapJevtHUrOli4lLQ02luvAze1V5BJT8+YQ4daOtHRKRLH25HfrcHKC4L5t7B2KiIiIiIiIQ1CxVopM48aQfC6ZY99ttHcoV5R8LpmA3xbg4wOWwYPNmXqkzKt97Bdax3xL3FfL7B1KdsnJsHw5iech6rqe+n5BbMLDYU9ge84nAlu2QGKivUPKVeq5JFy2b8XXF1xubWvvcERERERERByCirVSZOpUSeKVTV3wfm44nDhh73By9ednm/FMiaNcrVDo0MHe4YiDcO18Kx4e4LphLaSn2zucrFatgsREThih+N7WFA8PewckjsLbG6rdUoVDTtXN121EhL1DytWuj9djpKdTrk4YVKli73BEREREREQcgoq1UmRcfL04X/1GLiQBS5faO5xcfRfbhu/u/Qb3V8aDs7O9wxFHcdNNuARWJONcAukbttg7mqy++460dFjpcyet2+o0LlnddhtEut9KYq3G4OVl73ByZBgQ+/VveHuDZ5db7B2OSKGZMWMG1atXx8PDg/DwcNauXXvF9mvWrCE8PBwPDw9q1KjBrFmzsrVZuHAh9erVw93dnXr16rFo0aJ8HTctLY3nn3+eBg0a4O3tTWhoKIMGDeLEZV+kt2/fHovFkuVxzz33FDATIiIiIlJQ+pQvRcro2YsLFyB90RKwWu0dTjaxsbBjBzTtWw1uvtne4YgjcXLCpUM7rFY48+1v9o7mogMHYMcOEs87sTX0dr1sJZumTeH3Gx9jYdePoI1jjgW7axd8W+4BMh58BLp1s3c4IoViwYIFjBw5knHjxhEVFUXbtm3p1q0bR44cybH9wYMH6d69O23btiUqKooXXniBp556ioULF9raREZG0r9/fwYOHMj27dsZOHAg/fr1Y8OGDXk+blJSElu3bmX8+PFs3bqV7777jr/++otevXpli+nhhx8mOjra9vjggw8KOUsiIiIicjUq1kqRqvXIrSS5+HD+n2jYtMne4WRlGER8H4u7O7Rube9gxBFV7HMrzk6Q8ctvjvNlQ2goxoSJ/Bz6ADe288dbc4vJZVxd4ZZ2FlavdpyX7eUWLwb3ujWo/NIjUKeOvcMRKRTTpk1j6NChPPTQQ9StW5fp06cTFhbGzJkzc2w/a9YsqlSpwvTp06lbty4PPfQQDz74IG+++aatzfTp0+nUqRNjx46lTp06jB07lg4dOjB9+vQ8H9fPz4+VK1fSr18/ateuTYsWLXj33XfZsmVLtkKyl5cXwcHBtoefn1/hJ0pERERErsjF3gFI6VYh2J0NDbtRae/X+P3wgzlVuYMwNm7iphefILBpLzw8XrR3OOKAnJrfjEt5bzJiz5hdARs2tHdI4OHBXzf05AtfeKmzvYMRR3XbbbBsGez+4xwNyh+FBg3sHZJNTAxs2ACPP675HKX0SE1NZcuWLYwZMybL8s6dOxORy9jRkZGRdO6c9UTepUsXZs+eTVpaGq6urkRGRjJq1KhsbTKLtQU5LkBcXBwWi4Xy5ctnWf7FF18wb948goKC6NatGxMmTMDHxyfX/aSkpJCSkmL7PT4+HgCr1YrVUb8tuoTVasUwjBIRa1HKbx4ubVdS/q/zQq8Hk/JgUh6Ug0zKg0l5MBU0D/ltr2KtFDnvAXdw4ZmvSV/1Gy7Px4GD9NI4+85npKdaqV7H3d6hiKNydSW9RVtO/bqDSifO4eUAtVqAn3+GwEBo1MjekYijuuEGaOa+nYD7Hob6/vDjjw5TGV262Mp9h1/jNlpA+i3goksRKflOnz5NRkYGQUFBWZYHBQURExOT4zYxMTE5tk9PT+f06dOEhITk2iZznwU5bnJyMmPGjGHAgAH4+vralt93331Ur16d4OBgdu3axdixY9m+fTsrV67M9XlPmTKFSZMmZVt+6tQpkpOTc93OUVitVuLi4jAMAyensnvDYX7zcCEtw/bzqVOn8HQtHXM+6PVgUh5MyoNykEl5MCkPpoLmISEhIV/H0SckKXIN765N1MTaBJzbh9+mTdCxo71Dgr/+Im3tepxdnQh++j57RyMOrNzkFxjxhCfPl7Ng99E/X3mF1CrXs+m3XvToX85Ram/igCwWqN27LmdXuxN4MhanvXuhbl17h0VSEvz1zXaei/8O19dWQofci0AiJZHlshOzYRjZll2t/eXL87LPvB43LS2Ne+65B6vVyowZM7Kse/jhh20/169fn1q1atG0aVO2bt1KkyZNcox/7NixjB492vZ7fHw8YWFhBAQEZCkEOyqr1YrFYiEgIKDMf/DMTx6SUtNtPwcEBODlVjo+Uur1YFIeTMqDcpBJeTApD6aC5sHDwyNfxykdf1nFofn5wa4eY9joVp7nOobZOxwA0ud8RmIiXGjbCct1ofYORxxYYDUvatSEiAj7ztXkdPQolsWLuZDoBFU70rFjOfsFIyVCu05urPNryXWJv+K7Zo1DFGt/+QXqRP9m3mBxi3rVSunh7++Ps7Nztt6ssbGx2Xq9ZgoODs6xvYuLC5UqVbpim8x95ue4aWlp9OvXj4MHD/Lrr79etZjapEkTXF1d2b9/f67FWnd3d9zds9+h5OTkVGI+yFkslhIVb1HJTx4ubVPacqfXg0l5MCkPykEm5cGkPJgKkof85qxsZ1iKTa0+DVh3OIxz5+wdCXDiBEk/rMBqhcBnBtk7GikBWreGqA2ppG2MslsMHj/9BMC2cm2o2TIQf3+7hSIlRFAQxDdpR0ICsGaNvcPBaoUliw3aZfyKqwvmwLoipYSbmxvh4eHZhgxYuXIlrVq1ynGbli1bZmu/YsUKmjZtiqur6xXbZO4zr8fNLNTu37+fVatW2YrBV7J7927S0tIICQm5alsRERERKTwq1kqxaNXKvC03IgK4ZCIKu/jwQxLirJyq2ZLAtrXtG4uUCK0bxPP8791JeWAYnDpV/AGkpuK+ahWpKfCTW286a2IxyaOqA9pw/oIT6Xv2w4kTdo1l82Zw3r+X65xjwMMDWrSwazwihW306NF8/PHHzJkzhz179jBq1CiOHDnCo48+CphDBgwadPFL4kcffZTDhw8zevRo9uzZw5w5c5g9ezbPPPOMrc2IESNYsWIFU6dOZe/evUydOpVVq1YxcuTIPB83PT2dvn37snnzZr744gsyMjKIiYkhJiaG1NRUAP755x9eeuklNm/ezKFDh1i2bBl33303jRs3pnXr1sWQPRERERHJpPsPpVj4+EDzuvGUm/QS/F+UOdlNPsfsKBTnz5P62x8kJYFl+GPFf3wpka6r68sh/2okxm+j3NKl8MADxRvA6tU4xcURTSjHq7WmWbPiPbyUXM07+/FH+UYEJG6lwurVMGCA3WL54Qfo5PKbeepv3RpyuHVapCTr378/Z86c4aWXXiI6Opr69euzbNkyqlatCkB0dDRHjhyxta9evTrLli1j1KhRvP/++4SGhvLOO+9w11132dq0atWK+fPn8+KLLzJ+/Hhq1qzJggULaN68eZ6Pe+zYMRYvXgxAo8tmpvztt99o3749bm5u/PLLL7z99tskJiYSFhZGjx49mDBhAs7OpWPyKBEREZGSQsVaKTY331oO97l/kR4ch8svv0CPHsUfhLc33w9exP5P1vH0ffWK//hSYqV1v4Pzn2zD+v0POA0eDMU4To/lhx8wDFjhcQe3dnTWMJ+SZ97ekNyiPfG/bKX8mt+x2KlYe+gQ7NgBI9N/NRdoCAQppYYPH87w4cNzXDd37txsy9q1a8fWrVuvuM++ffvSt2/fAh+3WrVqtonLchMWFsYaBxguRUREREQ0DIIUoxatnNgUcgeJ5zG7WNmB1QrL15XDt19Xu3TslZKr+sMduWDx4sL+YxBVjGPXHjoEmzZx/oITa/x6aQgEybewwR34vOp4Dg+bbLcYFi6Eyn4JVApxA1dX+87WJyIiIiIi4sBKTLH27NmzDBw4ED8/P/z8/Bg4cCDnrjJblWEYTJw4kdDQUDw9PWnfvj27d+/O0iYlJYUnn3wSf39/vL296dWrF8eOHcv3sS0WS7bHrFmzCuOplxo+PnCh4+0knHeCrVvh6NHiDWD7drZvMzh1ChW8JN+q1Pbk7xpdSEykeL9scHaGDh2I8mtHSJMQKlcuvkNL6dCgYxB7a9/Bqq0V7XL8kyfh99+he38fnL760hwGx9vbLrGIiIiIiIg4uhJTrB0wYADbtm1j+fLlLF++nG3btjFw4MArbvP6668zbdo03nvvPTZt2kRwcDCdOnUiISHB1mbkyJEsWrSI+fPns27dOhITE+nZsycZGRn5PvYnn3xCdHS07TF48ODCS0Ap0aRrINs8WpCeDnz7bfEdeMsWGDoUp0cfoUplKzfcUHyHltLBYgFL7zs4fx6MlavgkvNIkQoLI2bkFF6v8CqdOl35NlaRnLi4mKMO/PILJCcX//G/+878ss72JVlF+xSNRURERERESoISMfLhnj17WL58OevXr7dNqPDRRx/RsmVL9u3bR+3atbNtYxgG06dPZ9y4cfTp0weATz/9lKCgIL788kuGDRtGXFwcs2fP5vPPP6djx44AzJs3j7CwMFatWkWXLl3ydezy5csTHByc5+eVkpJCSkqK7ff4+HgArFYrVqs1n1nKO6vVimEYRXqM3DRrBq9U7k+bExGU/+YbjAEDICCgaA9qGFjee4+MDNieVIMOncAwrFxl+LYc2TN3JV1pyF2du+py7P2aBMf9g0dEBHTqVCzHXbHCwM3TiZYtrZTg9NlFaXjdFYbu3SFm5vfE9lhM5Q/HQ/XqV92mMHJ39iysWGFhQO/zuKaB1dWrwPsqSfS6K7jccqdcioiIiEhZUSKKtZGRkfj5+WWZ+bZFixb4+fkRERGRY7H24MGDxMTE0PmS+93d3d1p164dERERDBs2jC1btpCWlpalTWhoKPXr1yciIoIuXbrk69hPPPEEDz30ENWrV2fo0KE88sgjOF1hEqIpU6YwadKkbMtPnTpFchF2f7JarcTFxWEYxhXjKypG8wbsWVqPm89v58JHH5H00ENFejzXDRvw3bqVs+fdWVb1fl6qf4rY2IL1ULR37kqy0pA7Xz/4tOFT/NmwHL1vCoLY2CI7luX0aby+/JK4O+5m8eLaNGoUT3y8lcTEkpk7eykNr7vC0t75F9K37SB+/tckD33gqu0LI3cLFniSkeHGLWc/J/3WOVzo25cLZeCuE73uCi633CUU190MIiIiIiJ2ViKKtTExMQQGBmZbHhgYSExMTK7bAAQFBWVZHhQUxOHDh21t3NzcqFChQrY2mdvn9dgvv/wyHTp0wNPTk19++YWnn36a06dP8+KLL+b6vMaOHcvo0aNtv8fHxxMWFkZAQAC+vr65bnetrFYrFouFgIAAu3yI7NIVvtowmhv778Dnwbsp5+5edAezWrHMnw+urqwJuY+bOl7H9ddfy+7sm7uSrLTkrvpdgfz+u4WH/A2K9Gl88QWWFSs4vekU6V4f0LdvAoGBgSU6d/ZQWl53hSH90Tu4MHIDGUt+J/D5Z7naC/hac5eYCGvXWrjzToPA3yLBMHCpXBmfHP6mljZ63RVcbrnz0KygIiIiIlJG2LVYO3HixBx7ll5q06ZNgDmB1+UMw8hx+aUuX5+XbS5vk5djX1qUbdSoEQAvvfTSFYu17u7uuOdQqHRyciryD3cWi6VYjpOTVq3gw5BGfF+uEYM9i/hgq1bB/v0kWbz41nsIz3V2uuYCmz1zV9KVhty1bQuLF8O+fRZuvCHNnNm+sJ09C999h9WAT50epGNHCAw0Snzu7KU0vO4KQ+UB7TkwwYekg6eouGUrlubNrrrNteTup5/AMOCuBvuxvP8nuLhg6dbtqkXi0kKvu4LLKXfKo4gUlgyrwcaD/xKbkEygjwfNqlfE2enKnw9FRESKk12LtU888QT33HPPFdtUq1aNHTt2cPLkyWzrTp06la3nbKbMsWNjYmIICQmxLY+NjbVtExwcTGpqKmfPns3SuzY2NpZWrVrZ2uT32GAOlRAfH8/Jkyev2K4s8vSELl3MD/L9+4OHm9XsglXYvYnPnoU33wRgQ62BeLn70bhx4R5Cyp7atSG0XDypz74G6Zth4UJz9qTC9NVXkJLC0XJ12e7Zgpl3a2IxKQRubrj37ETSF99xau6PBOahWFtQycnwww/msM6+vywyF956qyYXExERu1q+K5pJS/4kOu7ikHMhfh5MuL0enevpM5uIiDgGu3ZT8Pf3p06dOld8eHh40LJlS+Li4ti4caNt2w0bNhAXF2crql6uevXqBAcHs3LlStuy1NRU1qxZY9smPDwcV1fXLG2io6PZtWuXrU1Bjg0QFRWFh4cH5cuXL1BuSrvbb4cLF2DDxzvhnnvglVcK/yCJieDvT0a1mnyYOpiOHctMhy4pQhYLhLcrR9qevzH+/Rc++qhwD5CQAAsWYDXgc9ehdOxkoQzcNS7FJPSRnri7QfKyXyEpqciOs2IFnD8PfbpdgGXLzIV33llkxxMREbma5buieWze1iyFWoCYuGQem7eV5btyHl7PEWVYDSL/OcMP244T+c8ZMqz6Yl/KFr0HpLQrEWPW1q1bl65du/Lwww/zwQcfAPDII4/Qs2fPLBN81alThylTpnDnnXdisVgYOXIkkydPplatWtSqVYvJkyfj5eXFgAEDAPDz82Po0KE8/fTTVKpUiYoVK/LMM8/QoEEDOnbsmOdjL1myhJiYGFq2bImnpye//fYb48aN45FHHslxmAOBgABo0waWr/XmloMHsRw4AH/+CfXqFd5BwsLg00+J+OFfEj9147//UpFr1qqNE3PnjabhuSfwWLAA7roLqlYtnJ1//TWcP89x9xpsLXcLH/QrnN2KAFgaNsDjhjDidh3l1DerCRjcvdCPkZ4OixZB+/YQuH2lWbWtXBmaNi30Y4mIiORFhtVg0pI/yamcYwAW4OUf9/Dt4EL8LFJErtQ7uGv9kCtsKVI66D0gZUGJ6Wf4xRdf0KBBAzp37kznzp1p2LAhn3/+eZY2+/btIy4uzvb7c889x8iRIxk+fDhNmzbl+PHjrFixAp9Lbll+66236N27N/369aN169Z4eXmxZMkSnJ2d83xsV1dXZsyYQcuWLWnYsCFvv/02L730Ev/3f/9XhBkp+Xr3hl1JNTjW8L9iwYwZhbNjq/Xiz66u/Lg5iJtuAo1GIYWlXj2IqdaCv0PbQkYGvPVW4ew4KQm++IIMK3zh9iCdujgREFA4uxYBwGKh0pBeHAhty6pdwUVyiN9+g9OnoW9fzLEQwOxVq1sbREQA9Qizh40H/83Wo/ZSBhAdl8y244nFF1QBXL13cLSdIhMpHnoPSFlRInrWAlSsWJF58+ZdsY1hZL3QsVgsTJw4kYkTJ+a6jYeHB++++y7vvvtugY/dtWtXunbtesXYJLtateDGG+HT+GG86PIzrF8PW7dCkyYF36nVCk89BQ0awNChHItxYfduePbZwotbxMnJHH5zxqJRvGuJxHndOoiIMGfPuxaGAXffzdGvItlUvhMf3F048YpcyvmhB0isAF/Pgy7/Fu4wssnJ5pDLLVuaNzfwxhuwZIk59o2IiKhHmJ3EJuReqL3UmfNpRRxJweWld/CkJX/SqV6wJkyTUknvASlL1M1F7Kp3b9hwNJRTbf4by3D6dEhJKfgOFywwi76ffw4nT7JggVmIaNGiMKIVueiuu+CUZxW21upvLpg2zbz/+1p4e3N+0GOMDf2ULt2d8fe/9jhFctK1K7i4wNKlhbvfL7+EuDh48MH/FlSsCIMHa2IxERHUI8yeAn088tSukrdrEUdScHntHbzx4L/FF5RIMdJ7QMoSFWvFrpo1g5AQ+MprKHh7m+PWPvsspBXgW+2DByGzh/TIkRzJuI41a8z5y9zcCjdukfLloVcvmJ74EGne5eHsWTh0qGA7i483Z9zD7ISYmmYxbyEXKSLe3tCnxQnOzlrA+cTCuf324EFz1IP+/SE4SLf0iohc6mo9wsDsEaYhEYpGs+oVCfHzILe+dhbMHs6NritXnGHlS157B+e1nUhJo/eAlCUq1opdOTmZvWtXbfPn3/9NB3d38PPL/9iGJ0/C2LGQmmref3vXXXzxhTmRWadORRG5CPTpAxlePixqO82cUen66/O/E6sVxo2DwYNJ3HmQ7783ez2qI6IUqeRk+n7Tj5573+Cbl/Zc8+4MA95/H667znxfsHQpDBsGf/xx7bGKiJQC6hFmX85OFibcbk4ednnBNvP38T3qOvSt03ntHZzXdiIljd4DUpaoWCt2d9ttZi+v7w42hs8+g0mT4JIJ3q5q/XoYMAD+/tvs7jh+PP8csBARYS52KTEjM0tJ4+1tTqL01e6GnLzgW7CdfPopREZiHD/O3DlWnJxQr1opeh4euHZoR0AAeC2ax++/X9vufv4Z9u2Dxx//75z73XewZYt5XhYREfUIcwBd64cw8/4mBPq6Z1ke7OfBzPub0LV+0Uy8WVjy2ju4WXV94y+lk94DUpaoWCt25+EB3bvDihVwPrjmxV61Vqt5T7jVmvvG8fHw/PPmIIl16piFr8BA5s0ze3i1b18sT0HKsJ49oVw5c1IlDAN++cX8AiEvoqJg5kwANrR7np//rsmoUVChQtHFK2IzeDA+PnDLhRV8/9peTp8u2G7OnYO5c827GG68Edi/H3buNL9008RiIiKAeoQ5iq71Q1g1up3t97kP3My6528rEZO75aV38ITb6zl072BxHBlWg8h/zvDDtuNE/nOmRAzBoveAlCUq1opD6NHDHKb2p58uWThpkvl49VWzqHXsmDnV+KV8feHFF837bufMgeuuY88e2LzZ7FWbnw66IgXh4WGO0fnrr/Dv6x+bXx48+aQ5fvKVxl4+exZeeAGsVk4378Fru2/nzjvh5puLL3Yp4264AUvXrgQEQo+D7/HWW+b3Dfn18cfmd2wPPPDfgkWLzH/bt9d4HiIi/1GPMMdxaSGnWfWKJaqwc/XewY5fdC4tSmKxM9PyXdG0mfor9360nhHzt3HvR+tpM/XXEjHJod4DUlaoWCsOoWJF6NbN7J145Mh/C1u0AIvFnLHm4YfNwW3btIF27WD58osbd+pkFr3+m0Vs3jyoVg3ati3uZyFlVZcu5vjIs1PuN784MAyzl/eDD8Lhw9k3+PlnczzPU6dID6vOi4ljuL6WhUGDij92KeMeewxnV2daOq3nwtpNfP99/jbftg3WrIGhQ8HHB/Nuh2XLzJV9+hRysCIiJZd6hElhKcm9g0uLklzsXL4rmsfmbc02hnZMXDKPzdtaIp6D3gNSFqhYKw5jyBAICoI33jDnCaNbN3jtNWjSBCpXNicfAzh/HqZNI6d7dnfsMB/332/WeUWKg6ur2ZP7902e7L/7BfNF7OsLe/bAfffB119nHc5j7144cADD25sPqr9GXKonzz+v8ZXFDq67Du66Cy9PeCzjPT771ODgwbxt+u+/MGMG1K9vjj0OwPTpkJgINWqom7iIyGXUI0wKS0nuHQwlv1dqSS12ZlgNJi35k5yynbls0pI/S8T/R0l/D0DJfh9I0VNpQByGmxs89xyMHg2ffGJ2PKRDB/MBZm/F8+fNIm1CglkMu4RhwOefQ61a0KxZ8ccvZdutt8LCheYceS+9dCuWG2+EiRNh40Z4/XUIDLw4iPIdd4C/P8vpxvL5FXnxRbNnrohdPPQQrFpFjZ7NqLo3jTffdOOtt6785UFkpDnSh4sLPPHEf1+O7d8PixebDcaNuzj+uIiI2HStH0Lr6/1pMHEFYPYIa1sroEQWGkQKYvmuaCYt+TNLsTPEz4MJt9dz+C8srlbstGAWOzvVC3bI9/TGg/9mKzJfygCi45LZePBfWtasVHyBlUEl+X0gxUOfpMShVKtm3jm+dKlZ48rCYjFncqpWDRo0sA17kGnLFrPDonrVij04OcHgweZt4WPGwPG0QHjvPRgxwux6u2HDxcbVqrHtxvv48NuK9O4NzZvbK2oRzHFoli7F+anHGfW8G9HR5pdmP/0EFy5kbZqcDO+8A5Mnm5OJvfee2TkXML8pe/NNc9iam24q9qchIlJSlIYeYSIFUZJ7pUL+ip2OKDYh99gL0k4KpqS/D6R4qGetOJwePcz5xKZPNwsBeZmfZs8ec2SEBg2gceMiD1EkR82bm0Wsd9815xi77z4neg8YiPPdd4ObG4ZhDtPx9dfmv/XrmwVeEbv778uvqlXNOR0XLoRZsyxAebp2Nc/LKSnwf/9nzo331FPQsWMOX4y1b3+xB7mISBHIsBpsPPgvsQnJBPp4qNgpUkKU9F6pUPKLnYE+HoXaTvKvNLwPShNHvqZQsVYcjsVidkZ88kmzAPvyy1fuKRsZaXbmuuEGc54x9aoVe2rQwCzWfvGFOcfYunXw1FMexMbCN9/Avn1QsyaMHQstW+r1Kg5m2zbqfvklL770ErHxbnzzTTLr17uzfLn5Wq1VyxzdIzT0km2OHgVv77x9syYicg1026hIyVUabsEv6cXOZtUrEuLnQUxcco7FQgvmGNrNquuarqiUhvdBJkcudOaFo19TqFgrDsnX17wNd/x4WLAA+vfPuai1dCl8+CG0bg2jRmUbGUHELtzdzeE82rSBt982eyEC1KtnFrqaNFGRVhxQRoZ50o2Ohjp18B8yhLvuSubhh33ZtMlCQoLZmzbLWLZWqzk+7bFjMHWqJhUTkSKTedvo5QWGzNtGNUGXiGMr6b1SoeQXO52dLEy4vR6PzduKBbI8h8yPJhNur1eiCm4lTWl4H4DjFzqvpiRcU2jMWnFYN90EffuaPRSHDDFnHd+6FdLTzcnE5s6FDz6AXr3MiclUqBVHc8MNF4u1U6aYtazwcBVqxUE5O8Ojj5o/z5xpfhNmteLiYn4h1rVrDpOOLVgAf/5pFm2rVSvuiEWkjChNM5iLlFUlvVcqXCx2wsXiZqaSUuzsWj+Emfc3IdDXPcvyYD8PhyhQlXal4X2wfFdMiR5zt6RcU6hYKw5t4ECzwHXLLWahdsIEuO8+ePpp+O47cxLzhx5S8Uscl4sLdOpkjk8r4vC6dYN+/cAwsHz8MT7/+x/Ex2dvZxjmLJAzZpi/P/UUBAQUb6wiDmjGjBlUr14dDw8PwsPDWbt27RXbr1mzhvDwcDw8PKhRowazZs3K1mbhwoXUq1cPd3d36tWrx6JFi/J9XMMwmDhxIqGhoXh6etK+fXt2796dpU1KSgpPPvkk/v7+eHt706tXL44dO1aALBS+kj6pj4hc7JWa28c2C2bPPEftlZqpNBQ7u9YPYdXodrbf5z5wM+uev61ExF7SlfT3QYbV4KWlexy+0HklJeWaQsVacWgWi3nr+NCh8NFH5ligd94JXl5mb9o77rB3hCIipYiTk3lyfeklcHfHbdMmLAMHwt695vrkZHP2sf79YfhwuHDBnNWxd2+7hi3iCBYsWMDIkSMZN24cUVFRtG3blm7dunHkyJEc2x88eJDu3bvTtm1boqKieOGFF3jqqadYuHChrU1kZCT9+/dn4MCBbN++nYEDB9KvXz82bNiQr+O+/vrrTJs2jffee49NmzYRHBxMp06dSEhIsLUZOXIkixYtYv78+axbt47ExER69uxJRkZGEWQrf0rLbaMiZVlp6JWaqTQUOy/Nc0kba7QkK+nvg23HE4mJd/xC55WUlGsKjVkrJYbFYt5lqzttRUSKWPfuGDVqkDFyJC7R0fDrr1CnDiQmwuuvm+PbenpCjx4wbJhZ5BUp46ZNm8bQoUN56KGHAJg+fTo///wzM2fOZMqUKdnaz5o1iypVqjB9+nQA6taty+bNm3nzzTe56667bPvo1KkTY8eOBWDs2LGsWbOG6dOn89VXX+XpuIZhMH36dMaNG0efPn0A+PTTTwkKCuLLL79k2LBhxMXFMXv2bD7//HM6duwIwLx58wgLC2PVqlV06dKl6BKXB5feDmoYBkZaSo7tfJwzOH/+fJ73a7VaSUpK4vz58zgV43ksKTUda6r5IfD8+fMYafb9SJbfPDha/PmVW/z2ej0URFH+HxRlHtpW9+WtPnV4ZdmfxMan2pYH+7nzQre6tK3um6/3cFG6Wh6SL/k/uDHQneQLScUd4jXJy2vIkd8TxXkeKuw8lKT3waWsVisnTsfZ8n4lR2L/pWGwYw7l4OOckeNzsLi6Y7nklm17D0VRsv6yioiISPG44Qbi3nuPgFWrsDzyiLnM3x/uv9/89/bboVw5+8Yo4iBSU1PZsmULY8aMybK8c+fORERE5LhNZGQknTt3zrKsS5cuzJ49m7S0NFxdXYmMjGTUqFHZ2mQWePNy3IMHDxITE5PlWO7u7rRr146IiAiGDRvGli1bSEtLy9ImNDSU+vXrExERkWuxNiUlhZSUi4XT+P+GTbFarVit1hy3KYimVcsT7OvByfhkrGkpHH2rb47tOrxVaIcsNoElMOZLKX77Kw3P4Shw50R7R1FwJf3/QPE7hpL+PrjUPSXw/yRs1LdY3DxsEwU2rVo+x2sZq9WKYRj5vs7Jb3sVa0VERCRHRrly8MgjWXvOPvmk/QIScVCnT58mIyODoKCgLMuDgoKIiYnJcZuYmJgc26enp3P69GlCQkJybZO5z7wcN/PfnNocPnzY1sbNzY0KFSrkOX6AKVOmMGnSpGzLT506RXJy4d4+OOKWUMYuPVCo+xQRERG5lAE81TaUM6dP5bjearUSFxeHYRj56ml96dBTeaFirYiIiIhIIbBcNuOpYRjZll2t/eXL87LPwmpzuau1GTt2LKNHj7b9Hh8fT1hYGAEBAfj6+l5x3/nVPzAQP18/Ji35E0Z9a1se7OfOmC516HRj0BW2zpnVauX06dP4+/s73C2+xUl5MCkPJuXBpDwoB5mUB1NmHradsjL66x0AWSYay7xaeKvfTQX6m1zcVu4+yZTlezkZb94hZHF1J8TPg/E96tK1fnCu21mtViwWCwEBAfl6PXh45G9YBRVrRURERESugb+/P87Oztl6ocbGxmbr0ZopODg4x/YuLi5UqlTpim0y95mX4wYHmx84YmJiCAkJybVNamoqZ8+ezdK7NjY2llatWuX6vN3d3XF3d8+23MnJqUg+0HZvGEqX+iFsPPgvsQnJBPp4XNPEOFarlQsXLuDj41PmP4ArD8pDJuXBpDwoB5mUB1NmHu6sHoh3uXJMWvIn0XEX76IJ8fNgwu31SsxEe31a+HBHs5oFuqawWCz5vtbJ72unxLzSzp49y8CBA/Hz88PPz4+BAwdy7ty5K25jGAYTJ04kNDQUT09P2rdvz+7du7O0SUlJ4cknn8Tf3x9vb2969erFsWPHsrR59dVXadWqFV5eXpQvXz7HYx05coTbb78db29v/P39eeqpp0hNTc2xrYiIiIiUHm5uboSHh7Ny5cosy1euXJlrsbNly5bZ2q9YsYKmTZvi6up6xTaZ+8zLcatXr05wcHCWNqmpqaxZs8bWJjw8HFdX1yxtoqOj2bVr1xWLtfbg7GShZc1K3NHoOlrWrOSwM2aLiIiUVl3rh7Du+dv46uEWvH1PI756uAXrnr+txBRqMznyNUWJKdYOGDCAbdu2sXz5cpYvX862bdsYOHDgFbd5/fXXmTZtGu+99x6bNm0iODiYTp06ZRkrYuTIkSxatIj58+ezbt06EhMT6dmzJxkZGbY2qamp3H333Tz22GM5HicjI4MePXpw/vx51q1bx/z581m4cCFPP/104Tx5EREREXFoo0eP5uOPP2bOnDns2bOHUaNGceTIER599FHAHDJg0KBBtvaPPvoohw8fZvTo0ezZs4c5c+Ywe/ZsnnnmGVubESNGsGLFCqZOncrevXuZOnUqq1atYuTIkXk+rsViYeTIkUyePJlFixaxa9cuhgwZgpeXFwMGDADAz8+PoUOH8vTTT/PLL78QFRXF/fffT4MGDejYsWMxZE9ERERKEkcudJYKRgnw559/GoCxfv1627LIyEgDMPbu3ZvjNlar1QgODjZee+0127Lk5GTDz8/PmDVrlmEYhnHu3DnD1dXVmD9/vq3N8ePHDScnJ2P58uXZ9vnJJ58Yfn5+2ZYvW7bMcHJyMo4fP25b9tVXXxnu7u5GXFxcnp9nXFycAeRrm4LIyMgwoqOjjYyMjCI9Tmmk3BWccldwyl3BKXcFp9wVnHJXcLnlrriuka7V+++/b1StWtVwc3MzmjRpYqxZs8a2bvDgwUa7du2ytF+9erXRuHFjw83NzahWrZoxc+bMbPv85ptvjNq1axuurq5GnTp1jIULF+bruIZhXhdPmDDBCA4ONtzd3Y1bbrnF2LlzZ5Y2Fy5cMJ544gmjYsWKhqenp9GzZ0/jyJEj+Xr+JeX/KZPeqyblwaQ8mJQHk/KgHGRSHkzKg6mgecjvNVKJGLM2MjISPz8/mjdvblvWokUL/Pz8iIiIoHbt2tm2OXjwIDExMXTu3Nm2zN3dnXbt2hEREcGwYcPYsmULaWlpWdqEhoZSv359IiIi6NKlS57jq1+/PqGhobZlXbp0ISUlhS1btnDrrbfmuF1KSgopKSm23+Pj4wFzLBCr1ZqnYxeE1WrFMIwiPUZppdwVnHJXcMpdwSl3BafcFZxyV3C55a6k5HL48OEMHz48x3Vz587Ntqxdu3Zs3br1ivvs27cvffv2LfBxwexdO3HiRCZOnJhrGw8PD959913efffdKx5LRERERIpWiSjWxsTEEBgYmG15YGBgtgkVLt0GyDapQ1BQEIcPH7a1cXNzyzKRQmab3Pab27EuP06FChVwc3O74n6mTJnCpEmTsi0/deoUycnJOWxROKxWK3FxcRiGUaYHyC4I5a7glLuCU+4KTrkrOOWu4JS7gsstd5cOYSUiIiIiUprZtVg7ceLEHIuVl9q0aRNg9gi4nGEYOS6/1OXr87JNXtpc7Th52c/YsWMZPXq07ff4+HjCwsIICAjA19c3X8fPD6vVisViISAgQB8i80m5KzjlruCUu4JT7gpOuSs45a7gcsudh4eHHaMSERERESk+di3WPvHEE9xzzz1XbFOtWjV27NjByZMns607depUth6tmYKDgwGz12tIyMUZ6WJjY23bBAcHk5qaytmzZ7P0ro2Njc3XzLfBwcFs2LAhy7KzZ8+SlpaWa3xgDsvg7u6ebbmTk1ORf7izWCzFcpzSSLkrOOWu4JS7glPuCk65KzjlruByyp3yKCIiIiJlhV2Ltf7+/vj7+1+1XcuWLYmLi2Pjxo00a9YMgA0bNhAXF5drUbV69eoEBwezcuVKGjduDEBqaipr1qxh6tSpAISHh+Pq6srKlSvp168fANHR0ezatYvXX389z8+jZcuWvPrqq0RHR9sKwytWrMDd3Z3w8PA878cwDODi2LVFxWq1kpCQgIeHhz785JNyV3DKXcEpdwWn3BWccldwyl3B5Za7zGujzGslcUzFdS1bWPReNSkPJuXBpDyYlAflIJPyYFIeTAXNQ76vZfM1fZkdde3a1WjYsKERGRlpREZGGg0aNDB69uyZpU3t2rWN7777zvb7a6+9Zvj5+RnfffedsXPnTuPee+81QkJCjPj4eFubRx991KhcubKxatUqY+vWrcZtt91m3HTTTUZ6erqtzeHDh42oqChj0qRJRrly5YyoqCgjKirKSEhIMAzDMNLT04369esbHTp0MLZu3WqsWrXKqFy5svHEE0/k6zkePXrUAPTQQw899NBDDz30yOFx9OjRglxGSjHRtaweeuihhx566KFH7o+8XsuWiAnGAL744gueeuopOnfuDECvXr147733srTZt28fcXFxtt+fe+45Lly4wPDhwzl79izNmzdnxYoV+Pj42Nq89dZbuLi40K9fPy5cuECHDh2YO3cuzs7Otjb/+9//+PTTT22/Z/bU/e2332jfvj3Ozs78+OOPDB8+nNatW+Pp6cmAAQN488038/UcQ0NDOXr0KD4+PvkeMzc/MsfGPXr0aJGOjVsaKXcFp9wVnHJXcMpdwSl3BafcFVxuuTMMg4SEBEJDQ+0YnVxNcV3LFha9V03Kg0l5MCkPJuVBOcikPJiUB1NB85Dfa1mLYeh+srImPj4ePz8/4uLiyvSbrCCUu4JT7gpOuSs45a7glLuCU+4KTrmT4qTXm0l5MCkPJuXBpDwoB5mUB5PyYCquPJTdgSZEREREREREREREHIiKtSIiIiIiIiIiIiIOQMXaMsjd3Z0JEybg7u5u71BKHOWu4JS7glPuCk65KzjlruCUu4JT7qQ46fVmUh5MyoNJeTApD8pBJuXBpDyYiisPGrNWRERERERERERExAGoZ62IiIiIiIiIiIiIA1CxVkRERERERERERMQBqFgrIiIiIiIiIiIi4gBUrBURERERERERERFxACrWioiIiIiIiIiIiDgAFWvLoBkzZlC9enU8PDwIDw9n7dq19g7J4fz+++/cfvvthIaGYrFY+P7777OsNwyDiRMnEhoaiqenJ+3bt2f37t32CdaBTJkyhZtvvhkfHx8CAwPp3bs3+/bty9JGucvZzJkzadiwIb6+vvj6+tKyZUt++ukn23rlLe+mTJmCxWJh5MiRtmXKX84mTpyIxWLJ8ggODratV96u7Pjx49x///1UqlQJLy8vGjVqxJYtW2zrlb+cVatWLdvrzmKx8PjjjwPKmxRcfq9x16xZQ3h4OB4eHtSoUYNZs2ZlWf/RRx/Rtm1bKlSoQIUKFejYsSMbN24syqdQKAo7D5eaP38+FouF3r17F3LUha8o8nDu3Dkef/xxQkJC8PDwoG7duixbtqyonkKhKIo8TJ8+ndq1a+Pp6UlYWBijRo0iOTm5qJ5CochPHqKjoxkwYAC1a9fGyckpyzXlpRYuXEi9evVwd3enXr16LFq0qIiiLzyFnYeycJ7M6+shU2k9T+Y1D6X9PJnXPFzzedKQMmX+/PmGq6ur8dFHHxl//vmnMWLECMPb29s4fPiwvUNzKMuWLTPGjRtnLFy40ACMRYsWZVn/2muvGT4+PsbChQuNnTt3Gv379zdCQkKM+Ph4+wTsILp06WJ88sknxq5du4xt27YZPXr0MKpUqWIkJiba2ih3OVu8eLHx448/Gvv27TP27dtnvPDCC4arq6uxa9cuwzCUt7zauHGjUa1aNaNhw4bGiBEjbMuVv5xNmDDBuPHGG43o6GjbIzY21rZeecvdv//+a1StWtUYMmSIsWHDBuPgwYPGqlWrjL///tvWRvnLWWxsbJbX3MqVKw3A+O233wzDUN6kYPJ7jXvgwAHDy8vLGDFihPHnn38aH330keHq6mp8++23tjYDBgww3n//fSMqKsrYs2eP8cADDxh+fn7GsWPHiutp5VtR5CHToUOHjOuuu85o27atcccddxTxM7k2RZGHlJQUo2nTpkb37t2NdevWGYcOHTLWrl1rbNu2rbieVr4VRR7mzZtnuLu7G1988YVx8OBB4+effzZCQkKMkSNHFtfTyrf85uHgwYPGU089ZXz66adGo0aNslxTZoqIiDCcnZ2NyZMnG3v27DEmT55suLi4GOvXry/iZ1NwRZGHsnCezEseMpXm82Re8lAWzpN5yUNhnCdVrC1jmjVrZjz66KNZltWpU8cYM2aMnSJyfJcXa61WqxEcHGy89tprtmXJycmGn5+fMWvWLDtE6LhiY2MNwFizZo1hGMpdflWoUMH4+OOPlbc8SkhIMGrVqmWsXLnSaNeune0Pp/KXuwkTJhg33XRTjuuUtyt7/vnnjTZt2uS6XvnLuxEjRhg1a9Y0rFar8iYFlt9r3Oeee86oU6dOlmXDhg0zWrRokesx0tPTDR8fH+PTTz+99oCLSFHlIT093WjdurXx8ccfG4MHD3b4IkRR5GHmzJlGjRo1jNTU1MIPuIgURR4ef/xx47bbbsvSZvTo0Vf8m2hv1/IZ+NJrykv169fP6Nq1a5ZlXbp0Me65555rirUoFUUeLlcaz5OXulIeSvt58lK55aEsnCcvlVseCuM8qWEQypDU1FS2bNlC586dsyzv3LkzERERdoqq5Dl48CAxMTFZ8uju7k67du2Ux8vExcUBULFiRUC5y6uMjAzmz5/P+fPnadmypfKWR48//jg9evSgY8eOWZYrf1e2f/9+QkNDqV69Ovfccw8HDhwAlLerWbx4MU2bNuXuu+8mMDCQxo0b89FHH9nWK395k5qayrx583jwwQexWCzKmxRIQa5xIyMjs7Xv0qULmzdvJi0tLcdtkpKSSEtLs13XOJqizMNLL71EQEAAQ4cOLfzAC1lR5WHx4sW0bNmSxx9/nKCgIOrXr8/kyZPJyMgomidyjYoqD23atGHLli22W90PHDjAsmXL6NGjRxE8i2tXVJ+Bc8uVo/6tKq5aQGk8T+ZVaT9P5kVZOE/mRWGcJ10KfHQpcU6fPk1GRgZBQUFZlgcFBRETE2OnqEqezFzllMfDhw/bIySHZBgGo0ePpk2bNtSvXx9Q7q5m586dtGzZkuTkZMqVK8eiRYuoV6+e7Q+F8pa7+fPns3XrVjZt2pRtnV53uWvevDmfffYZN9xwAydPnuSVV16hVatW7N69W3m7igMHDjBz5kxGjx7NCy+8wMaNG3nqqadwd3dn0KBByl8eff/995w7d44hQ4YAer9KwRTkGjcmJibH9unp6Zw+fZqQkJBs24wZM4brrrsu25eCjqKo8vDHH38we/Zstm3bVlShF6qiysOBAwf49ddfue+++1i2bBn79+/n8ccfJz09nf/9739F9nwKqqjycM8993Dq1CnatGmDYRikp6fz2GOPMWbMmCJ7LteiqD4D55YrR/1cXVy1gNJ4nsyLsnCezIuycJ7Mi8I4T6pYWwZZLJYsvxuGkW2ZXJ3yeGVPPPEEO3bsYN26ddnWKXc5q127Ntu2bePcuXMsXLiQwYMHs2bNGtt65S1nR48eZcSIEaxYsQIPD49c2yl/2XXr1s32c4MGDWjZsiU1a9bk008/pUWLFoDylhur1UrTpk2ZPHkyAI0bN2b37t3MnDmTQYMG2dopf1c2e/ZsunXrRmhoaJblypsURH5fNzm1z2k5wOuvv85XX33F6tWrr/i3xhEUZh4SEhK4//77+eijj/D39y/8YItQYb8erFYrgYGBfPjhhzg7OxMeHs6JEyd44403HLIIkamw87B69WpeffVVZsyYQfPmzfn7778ZMWIEISEhjB8/vpCjLzxF8XelJP6tKsqYS/N58krK0nnyasrKefJqCuM8qWJtGeLv74+zs3O2bwhiY2OzfZMgucucKT0mJiZLrwvl8aInn3ySxYsX8/vvv1O5cmXbcuXuytzc3Lj++usBaNq0KZs2beLtt9/m+eefB5S33GzZsoXY2FjCw8NtyzIyMvj9999577332LdvH6D85YW3tzcNGjRg//79thlslbechYSEUK9evSzL6taty8KFCwGd7/Li8OHDrFq1iu+++862THmTgijINW5wcHCO7V1cXKhUqVKW5W+++SaTJ09m1apVNGzYsHCDL0RFkYfdu3dz6NAhbr/9dtt6q9UKgIuLC/v27aNmzZqF/EyuTVG9HkJCQnB1dcXZ2dnWpm7dusTExJCamoqbm1shP5NrU1R5GD9+PAMHDuShhx4CzC97z58/zyOPPMK4ceNwcnKskRaL6jNwbrly1L9VRV0LKM3nyav5559/ysR5Mi/KwnkyLwrjPOlYZ1IpUm5uboSHh7Ny5cosy1euXEmrVq3sFFXJU716dYKDg7PkMTU1lTVr1pT5PBqGwRNPPMF3333Hr7/+SvXq1bOsV+7yxzAMUlJSlLer6NChAzt37mTbtm22R9OmTbnvvvvYtm0bNWrUUP7yKCUlhT179hASEqLX3VW0bt3a9kVApr/++ouqVasCOt/lxSeffEJgYGCW8buUNymIglzjtmzZMlv7FStW0LRpU1xdXW3L3njjDV5++WWWL19O06ZNCz/4QlQUeahTp062v7G9evXi1ltvZdu2bYSFhRXZ8ymoono9tG7dmr///ttWhAHzvB8SEuJwBQgoujwkJSVlKzQ4OztjmJOXF+IzKBxF9Rk4t1w56t+qoqwFlPbz5NWUlfNkXpSF82ReFMp5Ms9TkUmpMH/+fMPV1dWYPXu28eeffxojR440vL29jUOHDtk7NIeSkJBgREVFGVFRUQZgTJs2zYiKijIOHz5sGIZhvPbaa4afn5/x3XffGTt37jTuvfdeIyQkxIiPj7dz5Pb12GOPGX5+fsbq1auN6Oho2yMpKcnWRrnL2dixY43ff//dOHjwoLFjxw7jhRdeMJycnIwVK1YYhqG85dflM3Mqfzl7+umnjdWrVxsHDhww1q9fb/Ts2dPw8fGx/U1Q3nK3ceNGw8XFxXj11VeN/fv3G1988YXh5eVlzJs3z9ZG+ctdRkaGUaVKFeP555/Ptk55k4K42jXumDFjjIEDB9raHzhwwPDy8jJGjRpl/Pnnn8bs2bMNV1dX49tvv7W1mTp1quHm5mZ8++23Wa5rEhISiv355VVR5OFyJWGW86LIw5EjR4xy5coZTzzxhLFv3z5j6dKlRmBgoPHKK68U+/PLq6LIw4QJEwwfHx/jq6++Mg4cOGCsWLHCqFmzptGvX79if355ld88GIZh+ywYHh5uDBgwwIiKijJ2795tW//HH38Yzs7OxmuvvWbs2bPHeO211wwXFxdj/fr1xfrc8qMo8lAWzpOGcfU8XK40nicN4+p5KAvnScO4eh4K4zypYm0Z9P777xtVq1Y13NzcjCZNmhhr1qyxd0gO57fffjOAbI/BgwcbhmEYVqvVmDBhghEcHGy4u7sbt9xyi7Fz5077Bu0AcsoZYHzyySe2Nspdzh588EHb+zIgIMDo0KGDrVBrGMpbfl1erFX+cta/f38jJCTEcHV1NUJDQ40+ffpkudBQ3q5syZIlRv369Q13d3ejTp06xocffphlvfKXu59//tkAjH379mVbp7xJQV3pGnfw4MFGu3btsrRfvXq10bhxY8PNzc2oVq2aMXPmzCzrq1atmuN1zYQJE4rh2RRcYefhciWhCGEYRZOHiIgIo3nz5oa7u7tRo0YN49VXXzXS09OL+qlck8LOQ1pamjFx4kSjZs2ahoeHhxEWFmYMHz7cOHv2bDE8m4LLbx5yeu9XrVo1S5tvvvnGqF27tuHq6mrUqVPHWLhwYTE8k2tT2HkoK+fJvLweLlVaz5N5yUNZOE9eLQ+FcZ60/HcgEREREREREREREbEjjVkrIiIiIiIiIiIi4gBUrBURERERERERERFxACrWioiIiIiIiIiIiDgAFWtFREREREREREREHICKtSIiIiIiIiIiIiIOQMVaEREREREREREREQegYq2IiIiIiIiIiIiIA1CxVkRERERERERERMQBqFgrIiJ5kpqayvXXX88ff/xx1bYpKSlUqVKFLVu2FENkIiIiIiIX5ee6NT+WLl1K48aNsVqthbpfEZFLWQzDMOwdhIiIFI6IiAiGDx+e47quXbvy2muv0bFjR06fPp1jm40bN+Lm5pbjuvfee49Fixbxyy+/5CmWd955h8WLF7Nq1aq8BS8iIiIiZUZxX7daLBYWLVpE7969s7QdMmQI586d4/vvv89T3E2aNGH06NHcf//9eWovIpJfLvYOQERECk98fDy9e/dm4sSJWZYfOnSIMWPGAJCYmMi2bduybdu+ffsr9hJ49913s+33Su677z6effZZ9uzZQ926dfO8nYiIiIiUfo503ZofDzzwAO+++66KtSJSZDQMgoiIXNXWrVv5+++/6dGjh21ZamoqTzzxBCEhIXh4eFCtWjWmTJliW1+pUiVatWrFV199ZY+QRURERKQMyum6Na8OHTqExWLJ9mjfvr2tTa9evdi4cSMHDhwoxKhFRC5Sz1oREbmq33//nRtuuAFfX1/bssxhDr7++muqVKnC0aNHOXr0aJbtmjVrxtq1a4s7XBEREREpo3K6bs2rsLAwoqOjbb/HxMTQsWNHbrnlFtuyqlWrEhgYyNq1a6lRo0ahxCwicikVa0VE5KoOHTpEaGholmVHjhyhVq1atGnTBovFQtWqVbNtd91113Ho0KFiilJEREREyrqcrlsz3XvvvTg7O2dZlpKSYuuF6+zsTHBwMADJycn07t2bli1bZhtSQde4IlKUVKwVEZGrunDhAh4eHlmWDRkyhE6dOlG7dm26du1Kz5496dy5c5Y2np6eJCUlFWeoIiIiIlKG5XTdmumtt96iY8eOWZY9//zzZGRkZGs7dOhQEhISWLlyJU5OWUeQ1DWuiBQljVkrIiJX5e/vz9mzZ7Msa9KkCQcPHuTll1/mwoUL9OvXj759+2Zp8++//xIQEFCcoYqIiIhIGZbTdWum4OBgrr/++iwPHx+fbO1eeeUVli9fzuLFi3Ncr2tcESlKKtaKiMhVNW7cmL1792IYRpblvr6+9O/fn48++ogFCxawcOFC/v33X9v6Xbt20bhx4+IOV0RERETKqNyuW/Nq4cKFvPTSS3z99dfUrFkz2/rk5GT++ecfXeOKSJFRsVZERK7q1ltv5fz58+zevdu27K233mL+/Pns3buXv/76i2+++Ybg4GDKly9va7N27dpsQyOIiIiIiBSVnK5b82rXrl0MGjSI559/nhtvvJGYmBhiYmKydEZYv3497u7utGzZsjDDFhGxUbFWRESuqlKlSvTp04cvvvjCtqxcuXJMnTqVpk2bcvPNN3Po0CGWLVtmG9MrMjKSuLi4bEMjiIiIiIgUlZyuW/Nq8+bNJCUl8corrxASEmJ79OnTx9bmq6++4r777sPLy6swwxYRsdEEYyIikicvvPACHTt25IUXXsDHx4eHH36Yhx9+ONf206ZN49lnn8XT07MYoxQRERGRsu7y61Yg12ER5s6da/t5yJAhDBkyJNf9njp1im+//ZbNmzcXZrgiIlmoZ62IiORJgwYNeP311zl06NBV26akpHDTTTcxatSoog9MREREROQS+bluzY+DBw8yY8YMqlevXqj7FRG5lMUo6KjbIiLicCIjI3nyySdzXNelSxdeffVVunbtyunTp3NsExERgZubW1GGKCIiIiKi61YRkVyoWCsiIiIiIiIiIiLiADQMgoiIiIiIiIiIiIgDULFWRERERERERERExAGoWCsiIiIiIiIiIiLiAFSsFREREREREREREXEAKtaKiIiIiIiIiIiIOAAVa0VEREREREREREQcgIq1IiIiIiIiIiIiIg5AxVoRERERERERERERB6BirYiIiIiIiIiIiIgDULFWRERERERERERExAGoWCsiIiIiIiIiIiLiAFSsFREREREREREREXEAKtaKiIiIiIiIiIiIOAAVa0VEREREREREREQcgIq1IiJ2lJSUxMSJE1m9enW2dXPnzsVisXDo0KEiO350dDQvvvgiLVu2xN/fH19fX8LDw/nwww/JyMgo1GONHz+e8uXL5/ro1KmTXduJiIiISNHQNa+uUUUk71SsFRGxo6SkJCZNmpTjhWuPHj2IjIwkJCSkyI6/ZcsWPvvsMzp06MBnn33GwoULadeuHY899hgPP/xwoR7rwoULvPnmm5w7dy7bY/PmzSQkJNi1nYiIiIgUDV3z6hpVRPLOxd4BiIhIzgICAggICCjSY7Ru3Zp//vkHV1dX27JOnTqRmprK+++/z6RJkwgLCyvSGERERESk7NI1r4hIVupZKyKST3///TcPPPAAtWrVwsvLi+uuu47bb7+dnTt3Zmt77tw5nn76aWrUqIG7uzuBgYF0796dvXv3cujQIduF6aRJk7BYLFgsFoYMGQLkfkvYnDlzuOmmm/Dw8KBixYrceeed7NmzJ0ubIUOGUK5cOf7++2+6d+9OuXLlCAsL4+mnnyYlJcXWrkKFClkuWjM1a9YMgGPHjl1LqkRERESkhNI1r4iIfahYKyKSTydOnKBSpUq89tprLF++nPfffx8XFxeaN2/Ovn37bO0SEhJo06YNH3zwAQ888ABLlixh1qxZ3HDDDURHRxMSEsLy5csBGDp0KJGRkURGRjJ+/Phcjz1lyhSGDh3KjTfeyHfffcfbb7/Njh07aNmyJfv378/SNi0tjV69etGhQwd++OEHHnzwQd566y2mTp161ef466+/4uLiwg033FDALImIiIhISaZrXhER+9AwCCIi+XTLLbdwyy232H7PyMigR48e3HjjjXzwwQdMmzYNgOnTp7N7925WrlxJx44dbe379Olj+zk8PByAypUr06JFiyse99y5c7z88st0796dL7/80ra8ffv21KpVi4kTJ/LFF1/YlqempjJp0iTuvvtuADp06MDmzZv58ssv+d///pfrcVasWMHnn3/OiBEjqFSpUl5SIiIiIiKljK55RUTsQz1rRUTyKT09ncmTJ1OvXj3c3NxwcXHBzc2N/fv3Z7k166effuKGG27IctF6LSIjI7lw4YLtlrFMYWFh3Hbbbfzyyy9ZllssFm6//fYsyxo2bMjhw4dzPcbWrVvp168fLVq0YMqUKVeNKSMjg/T0dNvDarXm/QmJiIiIiMPSNe9FuuYVkeKkYq2ISD6NHj2a8ePH07t3b5YsWcKGDRvYtGkTN910ExcuXLC1O3XqFJUrVy604545cwYgx5lyQ0NDbeszeXl54eHhkWWZu7s7ycnJOe4/KiqKTp06UatWLZYtW4a7u/tVY6pZsyaurq62x0svvZTXpyMiIiIiDkzXvBfpmldEipOGQRARyad58+YxaNAgJk+enGX56dOnKV++vO33gICAQp2sIPP2rOjo6GzrTpw4gb+/f4H3HRUVRceOHalatSorVqzAz88vT9stWbIky+QNoaGhBY5BRERERByHrnkv0jWviBQn9awVEckni8WS7Rv4H3/8kePHj2dZ1q1bN/766y9+/fXXXPeVuZ9LeyfkpmXLlnh6ejJv3rwsy48dO8avv/5Khw4d8voUsti2bRsdO3akcuXKrFy5kgoVKuR52wYNGtC0aVPbQxeuIiIiIqWDrnkv0jWviBQn9awVEcmnnj17MnfuXOrUqUPDhg3ZsmULb7zxRrbbv0aOHMmCBQu44447GDNmDM2aNePChQusWbOGnj17cuutt+Lj40PVqlX54Ycf6NChAxUrVsTf359q1aplO2758uUZP348L7zwAoMGDeLee+/lzJkzTJo0CQ8PDyZMmJDv57Jv3z7b+GKvvvoq+/fvzzLDbs2aNQkICMj3fkVERESkZNM1r4iIfahYKyKST2+//Taurq5MmTKFxMREmjRpwnfffceLL76YpZ2Pjw/r1q1j4sSJfPjhh0yaNIkKFSpw880388gjj9jazZ49m2effZZevXqRkpLC4MGDmTt3bo7HHjt2LIGBgbzzzjssWLAAT09P2rdvz+TJk6lVq1a+n0tkZKRt3K/LJ2YA+OSTT7JN7iAiIiIipZ+ueUVE7MNiGIZh7yBERKT0e+aZZ6hTpw4PPfRQtnV///03999/P+vXr7dbOxERERGRa6VrVBG5VhqzVkRERERERERERMQBqFgrIiLFwt3dnaeffpry5ctnezRt2hQvLy+7thMRERERuVa6RhWRa6VhEEREREREREREREQcgHrWioiIiIiIiIiIiDgAFWtFREREREREREREHICLvQOQi6xWKydOnMDHxweLxWLvcEREREQcgmEYJCQkEBoaipOT+ho4Kl3LioiIiGSX32tZFWsdyIkTJwgLC7N3GCIiIiIO6ejRo1SuXNneYUgudC0rIiIikru8XsuqWOtAfHx8APM/z9fXt8iOY7VaOXXqFAEBAeqdkk/KXcEpdwWn3BWccldwyl3BKXcFl1vu4uPjCQsLs10riWMqrmvZwqL3qkl5MCkPJuXBpDwoB5mUB5PyYCpoHvJ7LatirQPJvF3M19e3yIu1ycnJ+Pr6luk3WUEodwWn3BWccldwyl3BKXcFp9wV3NVyp1vrHVtxXcsWFr1XTcqDSXkwKQ8m5UE5yKQ8mJQH07XmIa/XsmU3wyIiIiIiIiIiIiIORMVaEREREREREREREQegYq2IiIiIiIiIiIiIA9CYtSIiIiJXYRgG6enpZGRkXLWt1WolLS2N5OTkMj2mV365urpqTFqRksCaAYcjIPEklAuCqq3AydneUYmIiJQaKtaKiIiIXEFqairR0dEkJSXlqb1hGFitVhISElR8zAeLxcJ1111n7zBE5Er+XAzLn4f4ExeX+YZC16lQr5f94hIRESlFVKwVERERyYXVauXgwYM4OzsTGhqKm5vbVQuwmb1wXVxcVKzNI8MwOHXqFMePH8fX19fe4YhITv5cDF8PAoysy+OjzeX9PlPBVkREpBCoWCsiIiKSi9TUVKxWK2FhYXh5eeVpGxVrCyYgIICDBw/maagJESlm1gyzR+3lhVr4b5kFlo+BOj00JIKIiMg1UrFWRERE5D+HDsH334OnJ1SoAJUqmY+0NCcMA1R7LToqbIs4sMMRWYc+yMaA+ONmu+ptwTDgxAnz0aQJOKuAKyIiklcq1oqISLFKT4dt22DTJnB1BX9/8xEQYP5bsaIKYmIfx4/Diy+Cmxt4e8PZs+ZrdMgQiI6G+HgICjLXi4iUKYknr7w+NgPWp8KWcXAqFfbsMU+aAFu3QuPGRR+jiIhIKaFirYiIFDmrFXbtgt9/h4gISEiAkBBwcoLTpyEl5WLbG26AiRPBx8du4UoZdOqUWaj19YXXXjP/BUhMhMOHzSJtfDwcOWL2tC1fHiyZtwPr2wURKe3KBV15/doU2JUOUWuhShXo2hV69YJWraB69eKJUUREpJRQsVbEUf37r3kv7tKlMGUK1K5tLo+IgPXroXJl80JYE7GIAzMMWPvedg5/tgan+HPUcounxp19qfdgC6pWBUtaKsbva0m8qTWnEz04fhxmzoQXXoBXXgE/P3s/AykLzp0zC7XOzvDyy1lPqy4u5pcKnp7g52slLiaZ1OgkEqOT8Ha6gJOnB1StenGDtDRzIxGR0qRqK/ANNScTy2nc2ju9wLDCn+fNc+DXX8PChdCuHfTuDXfcYRZxRURE5Kr0aULEkRgG7NgB33wDq1aZ94tD1i6GW7bAl1+aP7/7Ltx+O9x7L4SFFX+8IlcQu+8sOx96myo7l1LbF/x8wd0dLHXDoVoLs1FEBJYxz+Pj4YHPLbdQvVMnqk5qxbiX3Bk71izYVqxo3+chpVtiIowfD8nJMHWq2Ws2m/R0OH4cp9RUKhgGViukpUOqAYanBx6ZY9lmZMD+/eDigsXPzxzXw07jNEZERDB8+PAc13Xt2pXNmzdz+vTpHNdv3LiRWbNmMWfOnBzXv/jiizRt2pTevXvnuL5hw4Z89tlnBYpbRByUkzN0nQpfDwIsZC3YWsAJmP85vPsTfPghTJ5sDvz9/ffw9NPw1FPm2LW9e5uP+vV1V4KIiEguVKwVcRQ7d5o9aP/66+Ky+vXhrrsgMPDisqZNzaJuRAT8/bfZc+Gbb6BtW7j/fnNMMF38ih0ZGVa2/u973D96j5rWeAKvA68+3aBGDbPLYqNGFxunpkJoqDkByYoVsGIFYRUrMm3gKJ5Z1ZWxYy28+qpZ8xIpbMnJMGkSnDljDn0QHJxDowsXzAYWi9nF1sUFJy8vXD08OZvixbkkN7xPmqdpp5QUs116Ok6nT0NcnPnirVCh2M/L8fHx9O7dm4kTJ2ZZfujQIcaMGUNiYiLbtm3Ltl379u2xWq2cOHGC6dOn0759+yzr586dy+nTp0lOTqZRo0bMnTs32z5atGhReE9ERBxHvV7Q7zP46TlIiL643DcUur5mrp91B3h4mLfIzJwJy5eb58KffjILt2+8Af/7n3lNkFm4bdVKE5CJiIhcQsVaEUdw9Cg8/jgkJZkz13TtCnffDXXrZm/bsqX5ePJJc4amL76AP/4wBwPdudO85UxDI4idxMbCu9My6PLZfMI846nY4gZcXhwLDRrkvEHnztCpkzkRycqVZsH25En83x7PjBsX8+yF1xkzxofJk7N+ZyFSGN55xxyP9tVXr3B3rqeneXeDp6c5/IybG1gsOAGVALcE83V/9CgEB3vhXru2ObhtbKzZIzcmxhzWJjDQ3I++TBORkqxeL6jRHl77746u+76FmreZPW/BPMdNn25+UbV/v7nMzw/uucd8pKTAb7+Zhdsvv4Rp08y2vXqZhduOHc3zrYiISBmmYq2II7juOujZE/75x+xxkJdiq8UCzZqZj0OHzAve1q1VqBW7OX0annkGXFxcCZg2lkDrHujf/+q9ZSwWqFfPfAwfDvPmwUcf4eWewYSXy/HieHj+eXjzzVxuURcpgCNHYO1a887cWrUuW5maar6gQ0PN3728zJ/d3W1NUlLg2LGLzU+cMG92qFTJiXLl/EjP8MLlQhKWs2fNou0/sVDFwyz2XoPKlbOEISJS/Jwu+btetVXW38H8uz5+fM7burubnRK6doUZM8yOB99/D4sWwZw55vm2a1ezcNujh8ZCEhGRMknFWhFH4OQEzz5rTkxTkA/y1aqZt5tdatUqs7fts89mHfNWpAgkx5zjs5F/4eLVjGnToHz5xkDj/O/I1RUeeMDscWu1EhhkYcoUeH50Gh88e5hnZl1/rbUuEQC+/dbszHXrrZetOHvWPG/GxsJnn5m380K2HrHHjsHIkRd/NwyzaJuebs6t4+rqgpOTHxh+kJZqDu/ofu0v3unToWbNa96NiIj9OTlB8+bmY8oU2LvXLNx+/z0MGmR+2asJykREpAxSsVbEXqKjzR6EI0eaBSqL5Zp7XNlkzpRz9ixs3mwOynjzzYWzb5HLGBlWdt/5Ir32beC+l5+jfPm7r32n111n+7FSJZga8CanPlnCEsbRZ3YP3Uku1yQ2FtasgQcfNAurNlarWajdtg28vc0xEmrXznEflSubhdPLJSSYox4YhvnaLVfOgsVyWVfYlBRzZrOKFfM9LELlyvlqLiJSctSpA2PGmI8TJ2DxYk1QJiIiZZKKtSL2cPo0PPaY2TXLMOC55zAMs7bq7V0It7h6eMD//Z85gcOxY+Z4uM89B337Fkr4Ipfa9MhHVNiznqAq7vh0blT4B0hPp5L1FG4BqTh/N4HtGftoNGeEJiORAvvuO/Nc26XLZSu+/dYs1Hp5wSefmBPgJCfnuA9399x7uKalQWysQVKSBQ8PCAi45LxuGHDgGJACLgnmFxOuroX0zERESonQUHj0UfOhCcpERKSMUbFWpLhlZJi9A44dg9BQEvsO4dfF5txKhw6ZTTw9zcnDy5c3/23dGtq0yWcHgoYNzXFsp06FH380pzo/ehRGjDBvOxMpBNtn/EGFhR9RqRL4vDYuh8E/C4GLC7z5Jj61PyJ16kfww5ecvHs/QZ+8Zk5aIpIP586Z59u77744wgFg3u3w3nvmz088YRYCCsjFBQIDraSlOXHqlDk+rp+f2dPW2dliVm9PnDAnlTxwAMLCzAKxiIhkl5cJym6/3SzcduqkCcpERKTEU8VGpLgtWoTx118kOPsxo+EsBj4dyJw5ZgeC55837/S6915z+K6gIDhzBl5/HcaOhYMH83ksLy+YONGctAngiy/MHrbp6YX9rKQMOrDuBE4Tx+PjAxUevhu6dy+6gzk5wbBhVPzodTzKe5K4ehNJdw28ONO0SB798IP5curZ85KFhmGOl5iUBI0aFdpdCJ6e5hCL/v7m8AhHj5p1Bnx9zWKwh4f5Bd6RI2YDERG5sswJymbNguPHITIShg6FiAhzXFt/f7jrLvj8c3NMGhERkRJIPWtFitP582TM/ICY4zAvdBiH/w1l0CC47bYrdxDctg0+/NDsFNutG9x/fz7mDLNYzIEZr7vOLNwGBupWMblmif+mEjPoOcKc4glofyOW0aOK5biWDrcRuKwq+3qOJnbbca577Elcf/yhEMYOkbLg/HlYtsw8j5Yrd8mKn34yP+i7uZkzmBfi3QcWi3mHRLlyZufdo0fNL+J8fNzMySGPHTPHrz12DEJCzFsqRETk6pycoEUL8/Haa5qgTERESg31rBUpRhdmzeXErrMcc65Kxxl9eP99uPPOq9/J3agRvPOO2XFg9Wp45BFYsSKfB+/SxZzZ/OmnNSGDXLM9L39L4Nm9BNUuj/Obrxfe5Hh54F6vJiErP+fvis14p/wEziSqUCt5s2wZpKaan9uzaNHCvHX2kUegatUiObarqzk5WLlyEBMDp06BYXEyh0Dw88M2cLlhFMnxRURKvcwJytavN3vdvveeefJ9+mnz3B4eDi+/DDt36lwrIiIOTcVakWJy5kQKh99aRFo6hL05gvDmLvmqmbq4mJ0CPvzQHCLh3Xfhq6/yea1Zq9bFXrVpaTB5snn7rUg+GAZ8nHgPW+79P9zemGx2EyxmATV9qb3qfXb5tOS558zhP0lNLfY4pORITTWHQOjYESpWvGxlxYrmMAiDBxdpDE5O5tslIMCcL+f4cUjPsJjj4AQGmoVbfZkmInLtMicoW77c/Hbsq6/M6+A33jDndbj+erOIu3atORyNiIiIA9EwCCLFICYGXvyfOx5tF/BSix+p2L9tgffl5wcjR5qjGnz2mVmAGDSoAJ/v33vPnBJ93Tr44AOzSCCSB1FRcCLGiYavt4O69osjrIqFN94w71qf+vgRJp97DO//PQO33mq/oMRhrVwJ8fHQp88lC//9N2vlthgKpRaLOdKBu/vFYREqVbLgU8k/6+GTksxBbwsYk5+fH0uXLmXp0qXZ1nXp0oVz587RtGnTHLd1cnKicuXKPPPMMzmuf+GFF/D09GTXrl057qNBgwYFillEpEhcPkHZ6tXmUAlffXVxgrJevcxHw4b2jlZERETFWpGidvgw/O9/5jwyE96pRMWAQYWy37vvNu88//hj87rz4Yfz+Zl+8GBzUoYDB2DYMLPLbuXKhRKblGLJyaz4waBaNU/q1LF3MObnq6lTYU3PBcTsOknIk8/j9eZL5uQjIv/JyDC/m2rb1hwWFjBPnAMGwE03wbhx5qRfxShz8rHTp+HkSTh3znw9e3lhzix58iRUqmT2uC1AwbZly5Zs3ry5wPE98cQTPPHEE1dscy37FxGxC3d3c2iwLl3g/fdh0ybbOLdOc+YQ6OmJpWtXc5yyHj1yuBVDRESk6GkYBJEidOECjHvBoHbGn0ydat76WpjuuAMeewyWLIEZM/I5JELFijBrFhlVqpF6PJa4e4fxx9fHNXGuXFH8x1/TdcbtDKm42GHu1vb1hU4/jeZI/R6cOG4lcdR4+PVXe4clDmTHDoiNvWys2uXLzUrpn3+a36bZgYsLBAebNzY4OZnDIhw/DmnW/4arOXPGjFFERAqfk5M5ttiUKbBnD9bduzk/erR528OgQeaXZR06mGOPadgwEREpRirWihShVaugyqHfeXbXIMq/NqZIJjPo3h1GjICff4bp07lisdUwYM8emD3b3GbAExUZdH4Wm2OrErvzJG5PDmPs4BMsWgTp6YUeqpR0yckkfjAPn4xz1G/oWH8+PLydabNyAtE330F0tMGZ4S9iRG2zd1jiINatM3vUXn/9fwsMA+bPN3/u379YJ8jLiYeHObRNSIg5nPihc+U55RxEahqkRZ8i6dgZkpLMzsCpqWab9HTzYbXaNXQRkdKjTh3OP/EExh9/mN+cvf+++fdBE5SJiEgx0zAIIkXEMGDZ4nRGxr2NqwdFOnFMx47mteS0aWaHwqAgqFcP6tY1H3FxEBFhjnpw9qw5XmJ4OLRuDQEB/pR3/oCw1x6hevQRnjsxktFz5rNypRPDhpl3CIsAZCz8nuQT/+JcORT3OxxvmAFXdyfaLHuBPT3P8u/630nqN4qgJR9B+XL2Dk3sKD3dPPd17XrJKTgqCvbvN6ukvXrZNb5MFguUKwfe3pCYCCkplUg6Z8Uz8RROp07yb7wz513L57hdxYpQoYLmJhMRKTShoeYwYcOGmRfSy5ebwyW88YY5vlmNGubtGr17Q6tWFyfwFRERKQQq1ooUkc2bIXj7z1ThiPlJesiQIj3eLbdAgwawe7fZe3bPHliz5mKvq8BAaNfOvJ6sXdu88+sif6j7AYwcSc3Ro5le0YlZs+DFF82C7kMPmWMpShmWmkrce5+RkQHlHh9i3r/tgCwuztT7fjLRdw7n/PodbBz4HkFfjiUw0N6Rib3s2AEJCdCmzSULM3vV9uhR7GPVXo3FAj4+5oNK/nAyA+Pffwk2okmr4ITV2xfDwPa4cMEcLeH8efM87+5u72cgIlLK+PmZd2H075/7BGVjx8Lo0faOVERESgnH/LQtUgosXgw9LnxvDoV4zz1md6kiVqGCWZDILEokJ8Pff5sT2dSocZVeVwEBMG8eWCxUB157zbwW/eQTeO45c7iuYngK4qiWLiXpUCwZlQIJfKCnvaO5Mg8PQua/Rez/3mVy9AhSJjozebJ5B6OUPevWmR2kqlf/b0F0tHlyA/ODtyOzWCAoCIvViuXcOdwzLoBn1uJyuXJmYTc2Fo4eNf8OVKhw+RdyIiJSKHKboMzTM9dNTp06Rf/+/dm8eTNdunThm2++Kb54RUSkRNKlvEgROHoUjkceoV5qFBYnJ+hpn+KWhwfUrw81a+bx9thLGlkOHuDW+B/4v/+DpCSYObPo4hQHl57OhZlzuXABjPsH2X18zzzx8yPw7ReZ/I43bm4Gzz5r4e/9Gl+urMkcAqFNm0tOb4sWmbccNGtmfovl6CwWczDbqlXNMW5y4OFhjrRToYI51M3Ro+bYtuKYZsyYQfXq1fHw8CA8PJy1a9desf2aNWsIDw/Hw8ODGjVqMGvWrGxtFi5cSL169XB3d6devXosWrQoy/opU6Zw88034+PjQ2BgIL1792bfvn1Z2hiGwcSJEwkNDcXT05P27duze/fua3/CIqXVpROUPfZYrs0+/PBDnJ2dOXfuXL4LtZMmTSIoKAhfX1/uu+8+EhMTr7m9YRi0adMGi8XCuXPnclzfq1cvW8x53f+QIUMYOXJktv1Vq1aN77//Pi9PV0RE/qNirUgRWLwY2iUswacc0LIlJe4e7OhoeOABeOUVAvb8zmOPmUMqrFlj78DELqKiSPzrBMmeFbn+md72jiZfAgNh/PgEeiV8wfZ+r1xxAj4pfbZvN8d/zTIEwgMPwAsvwIMP2i2ufLNYst7aYLVmm9zGYoFKlcyirWGYQyOI41mwYAEjR45k3LhxREVF0bZtW7p168aRXGaaP3jwIN27d6dt27ZERUXxwgsv8NRTT7Fw4UJbm8jISPr378/AgQPZvn07AwcOpF+/fmzYsMHWZs2aNTz++OOsX7+elStXkp6eTufOnTl//rytzeuvv860adN477332LRpE8HBwXTq1ImEhISiS4hIGXDw4EFuvPFGnPJ5y8Mnn3zC7NmzWbt2LUeOHOHMmTM89dRT19x+xowZuFxhOKuZM2fmuD6/8YiISMGpWCtSyBISzEm+2rlGmD257rjD3iHlX3CwORuPYcC4cbQL+YtbbjF718bG2js4KW7JDW7mpfpfc/zB8bj6eNg7nHwrd+Yo/U++Q5OjP7DwwR9JSbF3RFJc1q6F666DatUuWejpCX36QNOm9grr2qSnw5EjcPJkjqvd3c0etomJ6l3riKZNm8bQoUN56KGHqFu3LtOnTycsLIyZudy+MmvWLKpUqcL06dOpW7cuYJtPygABAABJREFUDz30EA8++CBvvvmmrc306dPp1KkTY8eOpU6dOowdO5YOHTowffp0W5vly5czZMgQbrzxRm666SY++eQTjhw5wpYtWwCzJ9306dMZN24cffr0oX79+nz66ackJSXx5ZdfFmlOREqzu+++m08//ZQZM2ZQrlw5Zs+enedt58yZw1NPPcUNN9xA+fLlefnll/nyyy+5cOFCgdsfO3aM//u//8tyDrnUsWPHmDZtGv/73/+uOZ6chIeHU65cOdvD2dmZiRMn5nl7EZGyQmPWihSyFSvMTk/lv/8U/owwe9aWNBYLPPssHDsGGzbAyJEM//grnvjTj7fegldf1XiIZcmaNXDYuQZNRpSAW8ZzYA0Lw3nYUELf+4g266bwyf/qMey16nkbGkRKrPR0WL/eHIXGYuFiT9SS/h9/4YI5Nk1Skjn+Qfny2Zr4+Jg9awcNGsKCBZ9mW79//35eeeUVPv00+7qPPvqIhx9++IohfPLJJ8ybN4/Tp0/nuH7jxo3MmjWLOXPm5Lj+xRdfpG/fvlc8RmmUmprKli1bGDNmTJblnTt3JiIiIsdtIiMj6dy5c5ZlXbp0Yfbs2aSlpeHq6kpkZCSjRo3K1ubSYu3l4uLiAKhYsSJg9vyLiYnJcix3d3fatWtHREQEw4YNy3E/KSkppFzyDVh8fDwAVqsVa+YMpw7MarViGEaJiLUo5TsPVqutx4/Var04m20JVxSvhwULFvDAAw9Qvnx53nrrLY4cOUL5HM7bmVq3bs2SJUsA2LFjB+PHj7fF07BhQ1JSUti7dy833XRTtm3z0v6xxx7jxRdftL33L3+vPvbYY4wbNy7H9Vfbv2EYueYvcz+bNm2yLfvtt9+4++67ueOOOxzyPajzg3KQSXkwKQ+mguYhv+1VrBUpRBkZsHQptGsH5f1d4JZb7B1Swbm4mLOMDR4MR47gPf1VRo+ayrgXLSxaBHfdZe8ApVhYraxb58RNN5W80TyyGDoU9+3bCft1Izd+PoYFdT/lniElr5ew5N22bXD+/CVDIGzZAm+8YZ7TuncvnIPk1pvIMMzHpbeRXqnnkZOT2SX2am09Pc1KbEAAnDplDlnj7p5tYhsnJ3Py8rQ06NKlK3PnfpJlfUBAAABdu3blk0+yrqtQoQI9LxlnfcSIEcTHx2dp5+fnx6xZs9i2bVu2ENu3b4/VauXEiRNMnz6d9u3bZ1k/d+7cXIu8pd3p06fJyMgg6LKxh4OCgoiJiclxm5iYmBzbp6enc/r0aUJCQnJtk9s+DcNg9OjRtGnThvr169uOk7nd5fs5fPhwrs9pypQpTJo0KdvyU6dOkZycnOt2jsJqtRIXF4dhGPm+Rb00yW8eLGlJZL5STp06heF6/ortS4qiej0kJyeTlJREbGwsHh4e7N2794rtY/+7jS0xMRGr1Wr7HcDT05MjR44QEhKSbburtf/hhx84e/Ys3bt35+jRo4D5/5f6320Ymeu7devGn3/+mW391fafnJzMrFmzmDt3bpa4EhISiIuLy7Ld33//Tb9+/Xj77bcJCQnJss5R6PygHGRSHkzKg6mgecjvsFIq1ooUovXr4VxsKr16ulAqRhnx8YHJk83ixq+/0qDtUvr0uZ1586BRI3PiMinFrFbS7+xLkz+vx2vCs0CAvSMqOCcneOUVyt1zDzf+8w+Hp7zB7zXGl+jvU+TK1q2DypXNebkAmD8f/vkHduwovGJt27a5rnJq2RLeeefigk6dILfiVZMm8OGHF3+//XbIYdIXNm82//X3N/eVkGDeAVG9etbCMGax1jDA2dmd4ODgHA/r7p7zukuXeXp6kpKSkus+JP8sl/XuNgwj27Krtb98eX72+cQTT7Bjxw7WrVt3zbGNHTuW0aNH236Pj48nLCyMgIAAfH19c93OUVitViwWCwEBAWX+g2e+8pB6sTgbEBAAbt5XaFxyFNXrwcPDAy8vLwLz+a135jABmdulp6dz4cIFqlSpkuO+rtTe1dWVyZMn8/PPPxMYGEhSUhJg/v+VL1+es2fPZll/7NixLOvzEo+HhwePPvoob731Vpa4atSogZ+fn227M2fO8MADDzB+/Hjuu+++fOWkOOn8oBxkUh5MyoOpoHnw8MhfRyEVa0UK0eLF0N/pG2qM+BKGDYNevewd0rWrU8ec4fa992D5cu6f3pOoKAtvvglvvw1ubvYOUIrMtm0k7ztCrX/PENjez97RXLuKFeHVV6kwfDgdY35g9thwQuZ2p1YtewcmhS0tzfzy7Pbb/xv14MQJ+P13c2W/fnaNrVBYLBAaCgcPmgPTxsSYlelLuLiAq6s5dq1hlPzRH0oDf39/nJ2ds/V4jY2NzdajNVNwcHCO7V1cXKhUqdIV2+S0zyeffJLFixfz+++/U/mS10xmMT4mJiZLj70rxQZmwd/90l7h/3FycioxH+QsFkuJireo5CsPl7RxcnIqVWNjFcXrwWKx2PZ75MgR6tWrl2vbtm3b8tNPPwHmMAM7duygU6dOgDkMgbu7O3Xq1Mkxviu137BhA9HR0ba7HTIyMgCoW7cuM2bMoFKlSlnWp6WlZVl/1113XTWeS5/n5TJzmpqayl133UXnzp0ZOXJk/pNZzHR+UA4yKQ8m5cFUkDzkN2cq1ooUkgMH4M/dBs9e+AHiTpoDJpYWgwaZM9b07ImLs4VnnoGnnoJvvgEH/kJcrtXPP3P+PByueRv1K5eSqvzNN2N5+GECP55NWPkE3noL3n0XnJ3tHZgUpswhEGwdX5cuNcdUbNYMahTi2Mtr1+a83DCwGkbW+ytWrsx9P5dfvP03XuEVOTubBdqDByE+3nxc1pPRzQ1+/XUpPj7lbMu6devGN998A8DSpUspVy7ndVL43NzcCA8PZ+XKldx555225StXruSOXCYjbdmypW38ykwrVqygadOmuLq62tqsXLkyy7i1K1asoFWrVrbfDcPgySefZNGiRaxevZrq1atn2Wf16tUJDg5m5cqVNG7cGDDH2F2zZg1Tp069ticuIjZVqlQhMTExT20feOABJk2aRK9evQgMDOR///sfAwYMwPOyoW/y0r5Vq1YcOXLE1vbo0aM0a9aMtWvXUqVKFVshGcxeYzt27KBbt2629QWJJydDhw7F29ubdy6980RERLIpVeXws2fPMnDgQPz8/PDz82PgwIGcy+k2wksYhsHEiRMJDQ3F09OT9u3bs3v37ixtUlJSePLJJ/H398fb25tevXrZbg25XEpKCo0aNcJiseQ4lpuUXn/8AfWM3VSKO2COIXjZhCAlmpMT3HGHraIVFgZ9+8K335p34EoplJ6OsWoV55PA0q2rvaMpXA89hNO8z2n1dn+OHTMnBZTSZe1a8zz13+dL+PVX89/CGv4gk6dn7o/Lbzu4UtvLeybm1u5yHh5QqZL5bw63OTg7Q6tWt/LTT9uIitrGtm3bsnxAvvXWW9m2bZvtoQ/PRW/06NF8/PHHzJkzhz179jBq1CiOHDnCo48+CpjDCgwaNMjW/tFHH+Xw4cOMHj2aPXv2MGfOHGbPns0zzzxjazNixAhWrFjB1KlT2bt3L1OnTmXVqlVZeq09/vjjzJs3jy+//BIfHx9iYmKIiYmxzeJusVgYOXIkkydPZtGiRezatYshQ4bg5eXFgAEDiic5IpLFgw8+yIMPPkjr1q2pXLky5cuX5+2337atnzx5Mt26dctTezc3N4KDg22PzLHLM4cvuHx9Zs/9zPV5iScv5s2bx+rVq/Hz86NcuXKUK1eOyZMnX1OeRERKo1LVs3bAgAEcO3aM5cuXA/DII48wcODAbD0SLvX6668zbdo05s6dyw033MArr7xCp06d2LdvHz4+PgCMHDmSJUuWMH/+fCpVqsTTTz9Nz5492bJlC86Xdcd67rnnCA0NZfv27UX3RMUhbd8OvTJ+wALQoQNc0lupVElNhVmzuLtdR9asqceMGfDqq7rFttTZsIHkk3HEOVWkRr+m9o6mcDk5wQ03cD1w223wxRfmXIDepWPIvTIvNRU2bDC/XwLMb5T+/tv8fy+NgxT7+5uPXG6t8vPzJjj4eipXzl7v9fb25vrrry+GICVT//79OXPmDC+99BLR0dHUr1+fZcuWUfW/wZWjo6Oz9H6rXr06y5YtY9SoUbz//vuEhobyzjvvcNcls3y2atWK+fPn8+KLLzJ+/Hhq1qzJggULaN68ua3NzJkzAbJN+PbJJ58wZMgQwLyGvXDhAsOHD+fs2bM0b96cFStW2K6HRaRgLp9wKz8mTJjAhAkTclz3wgsv5Kv9papVq2Yb/zonYWFhZGRkZLtt90r7z+15Hjp0yPbzlY4pIiIXlZpi7Z49e1i+fDnr16+3XZx+9NFHtGzZkn379lG7du1s2xiGwfTp0xk3bhx9+vQB4NNPPyUoKIgvv/ySYcOGERcXx+zZs/n888/p2LEjYH4jGBYWxqpVq+jSpYttfz/99BMrVqxg4cKFtrGGpGw4fx4O7blA/eM/gzvQu7e9Qyo6H3wAn32G25o1DH/2C8a/6sHq1XDrrfYOTArVf0Mg7K3ckf51S+8YAUOa/cmNb09n8Ucvc+/I3MdllJIjKgqSkqBNm/8W/Pab+W/TptmGCSgVLi/SWq1Zljk7m51uz53LuXOuFL/hw4czfPjwHNflVOxo164dW7duveI++/btS9++fXNdn5cCicViYeLEiUycOPGqbUVERESk6JSaYm1kZCR+fn5ZehG0aNECPz8/IiIicizWHjx4kJiYGDpfcru6u7s77dq1IyIigmHDhrFlyxbS0tKytAkNDaV+/fpERETYirUnT57k4Ycf5vvvv8fLyytPMaekpJCSkmL7PT4+HjDHCbJarflLQD5YrVYMwyjSY5RWueVuxw5oELuKck5JGNddh3HTTeYH5tJo4EAsP/4Ihw/TcMMHtG37JB9/bKFJE4Mrdb7R667gij13yclYVq/m/HlI79sZsJbYl/PVcuf3yVs0sUTx+/tvcqLfVDTh/UUl9T27ZQsEB1uoXNkwX7e1amHp2BGjRYsCnZcz85D5yKvMtsXWi8gw4PRpc+za6tWzFGzLlzeIjTV7Hf83zGm2OK++++ztctv20nxd3uZKubw0Z5e/7kra61BEREREpKBKTbE2JiaGwMDAbMsDAwOzzZB76TZAtllug4KCOHz4sK2Nm5sbFSpU+H/27jyuqjp//PjrXHaQfUcRUUFWUSEVzX0vy1Yty2oyzXGaMmuarFmsZuxX05TfFqeabNNK28vJMXVc0sANV0BxQ3ABQUWQfbn398cBFFkE5N5z7+X9fDx4XO65n3PO+348XM99n895fxq1qVvfYDDw0EMPMWfOHBISEhrc6tGSl19+mRdeeKHR8vz8fMrLy1u1jfbQ6/UUFhZiMBg6/Sx+bdVc323d6sSQwlUoTlUUjRxJWX6+hlEan92cObj99a8Yli3j9tdG8OuvfViypIrf/Ka02XXkuGs/k/ddaSmVk+5hV9YhPIZ1Iy8vz/j7NJJr9Z3Nww/jtnMufbP/x4/P/o/bXo3VIErzZKl/s7t3u9KjRw15ebWfRz16QF3tznYcy1VVVej1eqqrq6lu5cSRBoOhfqZtxVQ1YvR6bC5ehKoqDDk56P396y/+OjpWoyg2nD+vx8fHUNtcX/++Wt5s0+0MBkOT69Yt1+v11NTUNGrT0n7r1rt06RJ5eXkNjrtLly61tieEEEIIIYSwaGafrF24cGGTCc0r7dy5E2j6C5HBYLjmF6WrX2/NOle2eeuttygqKmLBggUtrnO1BQsWMH/+/PrnRUVFBAcH4+vri5sRb9XU6/UoioKvr69FfQE3B8313fHjCt2nPIJNQB9c77oL1yYuHFiVW25BWbcOtm+n90+f8cgjr/Dee47cemsXIiObXkWOu/bTou9WRc1hWX+Fz8YYLPrW6Wv2nZ8fPPgAvu9+Rr+1b5P/+AqiBzg0btcJWeLfbEkJnD2rMHWqAT+/jqkbXl5ezqVLl7C1tcXWtm2nTXZXD2M1tq5dISsLpagInacnn3zySf1LHh5QVGRD3Vu48rWWNNdOUZQm+6NuuU6nw8bGplEbnU6HTqdrct269bp06YKfn1+D465ughshhBBCCCGsndknax977DHuueeeFtv06NGD/fv3c/bs2Uav5efnNxo5Wyeg9n7X3NxcAgMD65fn5eXVrxMQEEBlZSUFBQUNRtfm5eUxZMgQADZs2MC2bdtwuGo254SEBO67775mv+g4ODg0Wgcuf5ExJkVRTLIfa3R13124oM5fE/TMQHTDBmocnQnNnw/33gsbN3LztL1sDB/Au+8qvPEGNJfPkOOu/Uzdd7t2Qd++4OJi+TPHXbPvHn0U13Xr6JpymuQ/fkrM+kdlwrxalvY3e/iw+hgTo6hVAFavhshItSxAO+l0OhRFqf9pjSsv6JpsZC2os+R5ekJBAeTmQs+e9bM/OjuriysroYlTj3Zp7r1d2V9Xt2mpL6/ss6uPO0s5BoUQQgghhLheZn/m6+PjQ0RERIs/jo6OJCYmUlhYyI4dO+rX3b59O4WFhfVJ1auFhoYSEBDAunXr6pdVVlayefPm+nXi4+Oxs7Nr0CYnJ4fU1NT6Nm+++Sb79u1j79697N27l9WrVwOwcuVK/v73v3d4nwjzsm+f+ti3r7ZxmFyvXlA7MZ9uydv87neQlQX/+Y/GcYnrs307FV+v4ujeYgZ2lmsPzs4oTz+Njy/03f0xv36Rfe11hFlKTwd3dwgMRK3dunAh3H03nDmjdWim4+enzipWUQGFhfWLHR3VvG1p89Vq2sTDw4OEhIRGP8XFxeh0Orp168bTTz/d6PW33367ybJVQghhjbp06VL/Y2Njg4ODQ/3zSZMmtWlbn3zyCQMHDsTd3Z3AwEBmzpzJxYsXW/361ebMmdMgPmdnZxRFqZ/QMDU1lQkTJuDj44OiKC1uSwghRMcy+5G1rRUZGcnEiROZNWsW7733HgCzZ89m8uTJDSYXi4iI4OWXX+b2229HURTmzZvHokWLCAsLIywsjEWLFuHs7Mz06dMBcHd3Z+bMmTz11FN4e3vj5eXF008/TWxsLGPHjgWge/fuDWLp0kW99bJXr15069bNFG9faGjfHj0PFC3BPWMgxMerX5I7i0cfhbIymD2bXl1hwgRYuRLGjVMHeAkL9OmnVP5vO4kOeQwcOFPraExn1CicRg/B/dskdr/xNZV3zcfeXuugRFulp0NUVO1g0l9+UScUCwuDoCCtQzMdGxvw8YGzZyE/H9zcQKdDpwMnJ/Uj+6oy/O2yZs2aFl9/7LHHeOyxx65/R0IIYcGKi4vrfx85ciS33XYb8+rqqLdRSUkJr776KoMHD6a0tJT777+fuXPn8vnnn7fq9au9++67vPvuu/XP//nPf/Lee+8xYMAA8vLysLOzY+rUqfz+97/nlltuaVfMQggh2sfsR9a2xWeffUZsbCzjx49n/Pjx9O3bl2XLljVok5GRQeEVI02eeeYZ5s2bx9y5c0lISOD06dOsXbsW1yumtX/jjTe47bbbmDp1KkOHDsXZ2ZlVq1Zh05mScqJJBgPkb05nVNbH8Ic/tGumcYvm6QkvvKDWSUStilBZCd9+q3Fcon0uXICdOykpgfwBE+hUg98UBf7wB+z/+hwr/OexebPWAYm2qq5WyyBERdUu2LBBfRw1qkO2bzAYOmQ7JuHpCXZ2aqeUldUvrkvWmutbsag+FkIIE5s7dy4jR47E0dERLy8v5syZw9atW1v9+rV8+OGHzJx5+UJ9nz59mDlzJjExMU223717N4MHD8bNzQ0fHx9J6AohRAeympG1AF5eXixfvrzFNld/EVAUhYULF7Jw4cJm13F0dOStt97irbfealUcPXr0kC8cncSZMxCUuRUnZ2DwYPXLcSfmpT/HlCk+fP893HwzeHlpHZFok61bMej1HLGNInx0J7wrIDgY71nB3JAL338PY8citWstyLFj6sWiqCjUe/23bVNfuM5kbd0kYaWlpThZymx7Op16Ec3OrsH/S87OcP48lJdjlhMHVlZWAlKfVgjRufTt25fs7OZLMDVXfmDz5s30baEO27Vev1JycjKHDx/mwQcfbFV7UO+guOWWW0hKSqKqqort27e3el0hhBAts6pkrRCmtncvxBRswckPuPFGrcPRTkUF/O1vsGEDd336Nf/9byArV8Jvf6t1YKJNtm2jvBz2uw5lbGepV9uE22+HP/+xktS154id0Ilun7dw6elgb6/OqcXmZDVz260b9O59Xdu1sbHBw8ODvLw8gPqafi0xGAxUV1dja2tr2gnGrqTTQU2N+lMfl/pTWGh+FyL0ej35+fk4OztLslYI0ans37+/zev897//5YMPPmh25Oy1Xr/aBx98wOTJkwkICEDfyjsF7ezsyMrK4syZM3Tr1o3hw4e3On4hhBAtk2StENfhSFI+d1VnoNMpMHSo1uFox94e8vKgogLnpW8xdeoiPvkEbrutdqIfYf70eti2jZISOB01mPBwrQPSTnTVXhalPUvFH/xg/Cfml9USTUpPh4gIsLXlcgmE0aM75N8vICAAoD5hey0GgwG9Xo9Op9MuWXulykq1Y3Q6Cgvh3LmOqVvb0eomJpNJbIQQonkbNmzg/vvv59tvvyU2NrbNr1+tuLiYL7/8ki+++KJNcXz44Ye88MILxMfH4+npKbXKhRCiA0myVoh20uuhevOvODuh3nfbme/5VxSYPx/uuw/WrePmh+fwo2d3li2DZ57ROjjRKocOQVERBRUuBIyN6dT5SSWkO0Gul8jLPkfOt8kE3jlE65DENRgMarL2pptQP5z37FFfGDmyQ7avKAqBgYH4+flRVVV1zfZ6vZ7z58/j7e2t/SjRzz5TC4lPngy/+Q0bN8I338A//wkODtqGdjV7mdVPCNEJRUdHk5WV1ezrV05StnHjRu666y6++OILxowZ06jttV5vyooVK3Bzc2PSpEltirtXr158+umnGAwGfv31V8aOHUtiYiLx8fFt2o4QQojGJFkrRDsdOwa9crao9WqHDdM6HO316aOWgti6FfsvlzN9+nO8+Sbcccd134UsTOHQIaqr4YDTQAbc0MknT/TyosuDd3Hh/33GhVc/IPCORBlda+bOnIGiIoiMRL39//vvYdcuaGZSlPaysbFp1eSier0eOzs7HB0dtU/WRkfDv/4Fy5bB7bcTExPAkiXq/2EDBmgbWlNae/utEEJYi7S0tFa127RpE3fccQfLly9nwoQJbX69OUuXLuWhhx5q9P+bwWCgvLyciooKACoqKigvL8fBwQFFUfj000+ZMGEC/v7+eHp6otPpsLWV9IIQQnQEKQomRDvt3a0nsOIEjg507nq1V3rgAfXxP/9hdL8LdOsGn36qbUiile64g6SFa1kV+jitnIvCqtk8NAM3H3scDu+ncP1OrcMR15CerubTIyJqF9jbw5AhauK2sxs0COLj1VII779Pt27qjSD79mkdmBBCiLZ44YUXKCoqYtq0aXTp0qX+p7Wvb9mypcFzgPT0dLZv387MmTMb7S8rKwsnJyciav9zDQgIwMnJqX4U8Pr164mLi6NLly7ceuut/OMf/yAuLs4Yb10IITodufQlRDvtO6Dj4KyvGXzvEQgL0zoc89C/v1oSIj0dm2++5IEH5rBoEezf3+ED3IQR7DruhVu0F25uWkdiBnx86PLAHVx8bQV5iz7AfVwnnnHNAqSnQ2goODtrHYkZUhR47DH4zW/gP/9Befhh4uK6SbJWCCFMbNOmTde1/saNG6/r9WHDhjUoqQAQFRXV7B0NPXr0wGAwNLu9T2VEhhBCGI0MORGiHSor1eRAXD8FwsPlFuk6igIPPqj+/vPPDB6op08fGV1rCQwGdaSdDIi4zOGRB+jiaYfN/t1UJO/WOhzRgvR09ToRJ07APffAW29pHZJ5iY2FxES1nu+XXxIXB8ePw6VLWgcmhBBCCCGEuJoka4Voh/Q0A9WVevr10zoSMzRqFDz3HHz2GYqNjrvvhowMNYcizNTrr1PywBx8j22TZO2V/PxwvncKNTVw+HMphWCuLl5Ua9ZGRQE7d8LRo9DK+n+dyr33qo8//khcWCkGAxw4oG1IQgghhBBCiMYkWStEOxz73wkWpYyn+6d/U4ckist0OnVWsdr7kePjwc0NNmzQOC7RvC1bqN62CwelkuhorYMxL66PP8ymmct5u/JR+VM3U+np6mNkJGqyFmCglK1oZPBg6N4dnJzwKckiKEjq1gohhBBCCGGOJFkrRDtUbfwVH5uLKHlnpQRCSwwGbIsuMGIEbN6sUFOjdUCikdOn4eRJSsptsBkYj6Oj1gGZGT8/hs+O4MyZy3lAYV7S08HPD3y89LBrl7owIUHboMyRTgf/93+wahVERtK3ryRrhRBCCCGEMEeSrBWijaqrwefgFjWpNWyY1uGYr8OH1dtun3iC0aMMFBRAaqrMaWh2tm3DAByyjyPqBhetozFLffpAz56w9ccLUFiodTjiKvX1ao8ehaIidVR/VJTWYZmn4GCwVT+H4+LUazXnzmkckxBCCCGEEKIBSdYK0UY5R8rocXEfDo7AjTdqHY758vODkyfh4EF6FewiOBh+/dVe66jE1bZto6ICUrsMlnq1LXjI8BE3L7mJ8o9XaB2KuEJ5ORw7dkW9WoD+/esTkqIZNTX00+0HYP9+jWMRQgghhBBCNCDJWiHaqHBTOgp67Ht3h6AgrcMxXx4eMGUKAMryZYwebSAlxZ7SUm3DEleoroYdOygthRMBgwkL0zog8xU+qis2+mqKlv2A1PMwH4cPg15/VbL2hhs0jcnslZbCbbfR5YmZ9Pc7LaUQhBBCCCGEMDOSrBWijfQpaTjYg03CAK1DMX/33afWSUxKYnSP41RXw6+/ah2UqJeWBiUlFOjd8UyMkMGILXC5eSQ23h5UnMyTg9iMpKeDi4s6bxZBQeqIfplcrGXOzhASAgYDN5V+xb59Mk+mEEIIIYQQ5kSStUK0kcvh/WoJhAGSrL2mrl1h+HAAPLeuIiqqmo0bZUI2s6HTUZN4IzudRhDXX/47aJG9PdxyC+UVcOmTb7WORtRKT4fIyNp5Hp95Bn76CRki3grTpgEQfeQHLuWVceaMxvEIIYQQQggh6sm3cyHaoLLCwF7bBCrDotW6iOLabr0VAGX1aoYllpKaCmfPahyTUMXGkjZrMZ/1+ovUq22Fbr+/HRsbqNiYBLm5WofT6RkMcOSIOgFcPUWpzdyKFg0dCt264ay/RHzef8nI0DogIYQQQgghRB1J1grRBpknFH7oNofSJR9BYKDW4ViGIUPA0xMKCkjUbcPRETZu1DooUWffPnB3V++KFi2z69WdsugELhXp0X//o9bhdHoXLkBxMfTogTqZoV6vdUiWQ6eDqVOx0cGEghUcOSx1EIQQQgghhDAXkqwVog2OHgUbm9rkgGgdW1t48kkM//d/KEMSGDrUwIYNUiNRc2fOQG4ue/dCXJwMRmwtj9/cQXU1FK1cLQexxk6cUB9DAivV2/rHjoX8fE1jsii33AKOjnStPE7Z1hStoxFCCCGEEELUkmStEG1QsCWVXkGXsLPTOhILc9NNkJgIOh2jRkFODnLbrdY++oiamyYT8r8PpQRCGwRNH8kvNzzNstEfS4ZbY1lZ4OgIAXn7obJSrSvs46N1WJbD1RVuvhlHR3Df9wvV1VoHJIQQQgghhABJ1grRehUV3Pjpozy3dqIUXb0OsbFqPmXDBq0j6eT27KGsDM4496ZfP62DsRyKgz3uj97Dpr0elJZqHU3nduKEWr5D2bVTXXDDDZJAb6sHH+TCm5/xbciT9SOVhRBCCCGEENqSZK0QrVSx6wA15VUo3p7g56d1OJbnwgWcP/gA3VPzGT0afvkFqqq0DqqTKiiAEycoK4XSsDg5nNto1Cj12P31V6ROqoaysmprLe+8Ilkr2iYoiG5j+mBjq3DkiNbBCCGEEEIIIUCStUK02vl1uwEw9I+R0VvtoSg4fvstbN3K2NBjlJTA7t1aB9VJ7d8PQLZdT8JvcNc4GMvj7Q03+2zH46mZ8MEHWofTKdXUqHOK9QoshbQ0dWFCgrZBWSh7ezXpfTSjRutQhBBCCCGEEEiyVohWq9i2G0UBh8QYrUOxTJ6eVA0aBEBgyn8IDJRkrWb27aO6GtJs+0kJhHYaHHERj+x9VKz8XkbXauDMGXV0c3jpXjVz27UrBAVpHZZlqqzk/iN/ZcJr46CwUOtohBBCCCGE6PQkWStEa1RVYX9oPw4OoO/XV+toLFb5uHHqLz/9xIC4Gvbs0TaeTmvvXkrLINMtjthYrYOxTBG/HUWFvRvFmXly1UEDWVnqY7czO9RfpARC+9nb0638KEpxEZWr12sdjRBCCCGEEJ2eJGuFaI30dKpLKlE8PagJDtY6GotVNXAgeHjAhQsMs00mJwdyc7WOqpOpqID0dMpKoTqmH+5SBaFdHFztuRQ/kuJLwHpJcJnaiRPg6QmOt46HmTNh/HitQ7JotpMnAlDyzRqNIxFCCCGEEEJIslaIVqhISqGyCmr69pd6tdfD1hbDpEkAhGWsQqeDvXu1DanTURQML7zI+qAHCB0qt41fD7c7xlJZBeX/3SClEEzsxInaycWiouC3v4WBA7UOyaJ53TsBRVFg7x65giaEEEIIIYTGJFkrRCsc6zWeb3s9g8O0KVqHYvluvhkA++RfiAstklIIpmZvz5mY8azwe5y4fnLh4Xr0vvcGKuxcKTt9ATmQTSsrC3r00DoK62ET6Mf57v2pKAfWrtU6HCGEEEIIITo1SdYK0QrpRd3Y1XMqvlOGaB2K5QsPV0fB3XEH/aKr2LdPnR9ImM6+fWBjA9HRWkdi2Ry62HE+diQlxUgpBBMqL1cHf/YtTYZffoGiIq1DsgpFQydRXgGskVIIQgghhBBCaEmStUK0wpEj0Lu3VEDoMEuWwB/+QPRwb0pK1P4VJqDXw6efkvvfPUT20ePoqHVAls/ptgnsdr6R4kiZ4MpU6iYXC//1I5g/HzZs0DYgK+E0eQzl1bbUHDoMx49rHY4QQgghhBCdlq3WAQhh9n79Fbf1Z+lxcyLgr3U0ViUsDFxc1DvIIyK0jqYTyMzE8OabDMlywnnxJq2jsQp9HhzM39YPxskJxmkdTCeRlQU2hmpcT6arC/r21TYgK9Gznxv/Dbwbp5vdCZGZB4UQQgghhNCMjKwV4hoqPvua8SmL6F/wP61DsS56Pbq9uxkbkMru3VoH00ns3UtFBRx3iaVvfxuto7EK7u4QGQnbt2sdSedx4gT0czmCrqIcXF2leG0HCQyEdX2fYlvMI+DtrXU4QgghhBBCdFqSrBWiJXo9ldvViYO8xw7QOBgrs2wZzJ7N2OylZGRASYnWAXUCe/dSWgonvfsRHq51MNZj8GDITMqhavlKtdSEMKqsLIjTHVCfxMaCTk5lOoKiqHc7SFka41uyZAmhoaE4OjoSHx/Pli1bWmy/efNm4uPjcXR0pGfPnrz77ruN2nzzzTdERUXh4OBAVFQU3333XYPXf/nlF2655RaCgoJQFIXvv/++0TYeeughFEVp8DN48ODreq9CCCGEEKLt5BuOEC05epSqgmKq7Z3xGdpH62isy403AtD15Hbsq0vZt0/jeDqDvXspKwPdgH7YShGcDjMwvobHd9xHxd//AXv3ah2OVTMY1JG14WW1HxixsZrGY23Cw+H4wQoM69bDDz9oHY5VWrlyJfPmzeP5559nz549DBs2jEmTJpGdnd1k+8zMTG666SaGDRvGnj17eO6553j88cf55ptv6tskJyczbdo0ZsyYwb59+5gxYwZTp05l+xVD/ktKSoiLi+Ptt99uMb6JEyeSk5NT/7N69eqOeeNCCCGEEKLVJFkrREt276a8Ai726IdiK7eNd6iePSE4GDtDJUN1yezZo3VAVu7sWfRncigt1xEwNkbraKxK1+42nOwxXB0dvn691uFYtYsXoagIAs/VjqyVerUdKiwMvE+kUP2HZ+Gdd2SkuBG8/vrrzJw5k0ceeYTIyEgWL15McHAw//rXv5ps/+6779K9e3cWL15MZGQkjzzyCA8//DCvvfZafZvFixczbtw4FixYQEREBAsWLGDMmDEsXry4vs2kSZP429/+xh133NFifA4ODgQEBNT/eHl5dcj7FkIIIYQQrSdjq4Royf79VFQAfeO0jsT6KAqMHAnLljFCv5F3do/BYFAXCyPYt4/ycjjlHE7MQGeto7E6NhPGUvLufzD8bwPK00/LrflGkpUFbpXn6HLpDNgrECMXHjpSWBgc9hhIWakLdhcuQFqajF7uQJWVlaSkpPDss882WD5+/HiSkpKaXCc5OZnx48c3WDZhwgSWLl1KVVUVdnZ2JCcn8+STTzZqc2WytrU2bdqEn58fHh4ejBgxgr///e/4+fk1276iooKKior650VFRQDo9Xr0FpDs1+v1GAwGi4jVmNrcD3p9/YgfvV5vNRd25HhQST+opB+kD+pIP6ikH1Tt7Ye2tpdkrRAtqNyTSnU1dEmUL6tGMWoULFtG77NbOa9UkZtrR2Cg1kFZqf37KSuFHL9+jOyhdTDWJ/SeQZS824Xy0+dw2rcP+vfXOiSrdOIElLt4Y/vDt5B5DFxctA7Jqnh7g4ePLVnKEGJz18GWLZKs7UDnzp2jpqYGf3//Bsv9/f3Jzc1tcp3c3Nwm21dXV3Pu3DkCAwObbdPcNpszadIk7r77bkJCQsjMzOTPf/4zo0ePJiUlBQcHhybXefnll3nhhRcaLc/Pz6e8vLxN+9eCXq+nsLAQg8GArhNfZGtrPyhVpdQdcfn5+RjsrGPiATkeVNIPKukH6YM60g8q6QdVe/vh0qVLbdqPJGuFaE5hIVVZZwCFgNFRWkdjnWJiwMuLLucuEH4phT17Bkuy1ljmzePD1Em4BnaR0ctG0CfGju+7jiCw6Cec1q+XZK2RnDgBIT0UdD26Q4/uWodjlcLCYE/FMGKpTdbOnat1SFZHuepD2GAwNFp2rfZXL2/rNpsybdq0+t9jYmJISEggJCSEn376qdnyCQsWLGD+/Pn1z4uKiggODsbX1xc3N7c27V8Ler0eRVHw9fXt9F8829QPlZeTs76+vmBvHRfO5HhQST+opB+kD+pIP6ikH1Tt7QdHR8c27UeStUI0x92ddc9uYNvyo7zco4vW0VgnnQ5GjkT37bcMs9/O7t2DuekmrYOyTiUVtmy5EM3v7tU6EuukKKAfPZaSz37Ce8MGlKeeklIIRnDiBISGah2FdQsPh//uHsoMnQ7lyBHIyUGuonUMHx8fbGxsGo14zcvLazQytk5AQECT7W1tbfH29m6xTXPbbK3AwEBCQkI4cuRIs20cHByaHHWr0+ks5oucoigWFa+xtKkfrmij0+ms6v87OR5U0g8q6QfpgzrSDyrpB1V7+qGtfWZVPVxQUMCMGTNwd3fH3d2dGTNmcPHixRbXMRgMLFy4kKCgIJycnBg5ciRpaWkN2lRUVPD73/8eHx8fXFxcuPXWWzl16lSDNj169EBRlAY/V9ckE5bnyFk3DP0HyEhEY5o+HT75hLJHfs/+/VBdrXVA1ik1FQwG6NdP60isV8jUQVzSu1CZX6gWVxUdSq+HM1lVTNryHHz+OVRVaR2SVQoLg3NV7pT2qp28betWbQOyIvb29sTHx7Nu3boGy9etW8eQIUOaXCcxMbFR+7Vr15KQkICdnV2LbZrbZmudP3+ekydPEijJeiGEEEIIk7KqZO306dPZu3cva9asYc2aNezdu5cZM2a0uM6rr77K66+/zttvv83OnTsJCAhg3LhxDepJzJs3j++++44VK1awdetWiouLmTx5MjU1NQ229eKLL5KTk1P/86c//cko71OYzokT0KOH1lFYuR49IDqa/vE6ysrg8GGtA7JCX3+N7uW/k2C7l+scaCVa0DfBng8HvM3qJ9fL8E8jyMkB3wsZdEtfCx9+CLZyc5Ax9O6tPmb3GK7+cuyYdsFYofnz5/PBBx/w4YcfcvDgQZ588kmys7OZM2cOoJYVeOCBB+rbz5kzh6ysLObPn8/Bgwf58MMPWbp0KU8//XR9myeeeIK1a9fyyiuvcOjQIV555RXWr1/PvHnz6tsUFxezd+9e9u7dC0BmZiZ79+4lOzu7/vWnn36a5ORkTpw4waZNm7jlllvw8fHh9ttvN37HCCGEEEKIelbzTefgwYOsWbOGbdu2MWjQIAD+/e9/k5iYSEZGBn369Gm0jsFgYPHixTz//PP1tbg++eQT/P39+fzzz3n00UcpLCxk6dKlLFu2jLFjxwKwfPlygoODWb9+PRMmTKjfnqurKwEBAa2OWasZdGUWv1bQ69E//iR9t4QRMuZh9Hrn2sXSd+11rb4LDYUuXRRSUgxERJg4ODN3vcedsn49fkm7SLilD3p93w6OzryZ8m/W1ha8RkTz6x6FKfda/meEuX3eHT8OPYr2YW8PhthYtW5nbe1Oc2NufdcWLi4QEKCwzfdm+vw4FgICTDrTe3N9Z4l92ZRp06Zx/vz5+gv8MTExrF69mpCQEABycnLqE6gAoaGhrF69mieffJJ33nmHoKAg3nzzTe688876NkOGDGHFihX86U9/4s9//jO9evVi5cqV9efDALt27WLUqFH1z+vqzD744IN8/PHH2NjYcODAAT799FMuXrxIYGAgo0aNYuXKlbi6uhq7W4QQQgghxBWsJlmbnJyMu7t7gxPTwYMH4+7uTlJSUpPJ2szMTHJzcxk/fnz9MgcHB0aMGEFSUhKPPvooKSkpVFVVNWgTFBRETEwMSUlJDZK1r7zyCi+99BLBwcHcfffd/OEPf8De3r7ZmLWaQVdm8bs2mxMncNq4hSG5u7noPY28vGJA+u56tNR3yrlzOH/6KU+l5/KJ9zuMG2cdswp3lOs67mpqcNu5h4pyA3Y3hJKXl2ecIM2Uqf9m+/Sx54MPnDlypBB3Nz2WXEPF3D7v9u93pHfpHgyOVRSFhFBmxseyufVdW/n7u7A704FJuiowcT8313dtnUHXnM2dO5e5zUzc9vHHHzdaNmLECHbv3t3iNu+66y7uuuuuZl8fOXJk/cRkTXFycuLnn39ucR9CCCGEEMI0rCZZm5ubi5+fX6Plfn5+jSZduHIdoNEEDP7+/mTV1hvMzc3F3t4eT0/PRm2u3O4TTzzBgAED8PT0ZMeOHSxYsIDMzEw++OCDZmPWagZdmcWvFZKTKa6x5ZRbNCNu8KVu4j7pu/Zrse9cXFC2bKFXcRVVR/Lx9u6BjY02cZqj6zruDh+muLiGCjtXbrg7DnfPznXcmvpvdtQoOPTKj3j87kt859wBzcygbgnM7fPu4kUYW52OrZ0drjfeiGsT/+ebC3Pru7aKjYVvvlHw9XVWrzfo9SabQKi5vmvrDLpCCCGEEEJYKrNP1i5cuLDJ0adX2rlzJ6DOyHY1g8HQ5PIrXf16a9a5us2TTz5Z/3vfvn3x9PTkrrvu4pVXXqmfrfdqWs6gK7P4XUNaGhWVcLFrLM7OV40Clb5rt2b7ztUVbrgBxw1JROZu4uTJh+nZU5sYzVW7j7v0dMpK4WJQFLHeZv+RbxSm/Jv18YEerhfg8GF0SUnQwkg3S2BOn3cXDp7FqyYPRadDiY42+9nHzanv2qp3bygrg3MHz+H/779BZiZ8/73J+rypvrPEfhRCCCGEEKI9zP7M97HHHuPgwYMt/sTExBAQEMDZs2cbrZ+fn99o5GyduvqyV4+8zcvLq18nICCAyspKCgoKmm3TlMGDBwNw9OjR1r9ZYT5SU6msgJqoWK0j6TxGjsTBAfpe2MShQ1oHY0XS0igrByU2RutIOg37UUMpKwV27oTKSq3DsQrl5eBybD8O9kB4ODg5aR2SVevVS308dt4D9uyBM2eQD2YhhBBCCCFMw+yTtT4+PkRERLT44+joSGJiIoWFhezYsaN+3e3bt1NYWMiQIUOa3HZoaCgBAQGsW7euflllZSWbN2+uXyc+Ph47O7sGbXJyckhNTW12uwB79uwBIDAw8Lrev9BAaSmGY8eoqASnGyTBZTIjR6JToHdlOlm7z2sdjdWoSEmlqgrch0RrHUqn0WN8OBd03lQVlUHtzOvi+pw8CR7ludg52UDfzjVJnhY8PMDTE45l20Fiorrwl180jUkIIYQQQojOwiTJ2oqKCqPvIzIykokTJzJr1iy2bdvGtm3bmDVrFpMnT24wuVhERATfffcdoN5mN2/ePBYtWsR3331HamoqDz30EM7OzkyfPh0Ad3d3Zs6cyVNPPcX//vc/9uzZw/33309sbCxjx44F1MnN3njjDfbu3UtmZiZffvkljz76KLfeeivdu3c3+nsXHSwtjZpqA+dtAwjq66N1NJ2HlxdERODoCDVJ27WOxjpUV3PpQhUA3SdJstZUYmIVDnkOobQM+PVXrcOxCtnZsLHbDJTNm2H2bK3D6RR69oTjx4Fhw9QFkqwFTHNOK4QQQgghOjejJGt//vlnHnroIXr16oWdnR3Ozs64uroyYsQI/v73v3PmzBlj7JbPPvuM2NhYxo8fz/jx4+nbty/Lli1r0CYjI4PCwsL658888wzz5s1j7ty5JCQkcPr0adauXYurq2t9mzfeeIPbbruNqVOnMnToUJydnVm1ahU2tTMgOTg4sHLlSkaOHElUVBR/+ctfmDVrFl988YVR3qcwsoICSu3cyXKNoUcPrYPpZAYPxtERfI5uw4om/taOrS1fT/+Wt2/fgHsvufBgKi4ucCl2iFoKISlJ63CswsmT4OcHjh6O6rBPYXS9etUma4cOBUWBw4chL0/rsExOq3NaIYQQQgjReXXobDPff/89f/zjHyksLOSmm27iD3/4A127dsXJyYkLFy6QmprK+vXreemll3jooYd46aWX8PX17bD9e3l5sXz58hbbGAyGBs8VRWHhwoUsXLiw2XUcHR156623eOutt5p8fcCAAWzbtq3N8QozNX486y+N47vlZdwZoHUwnUxiIrZrt3A2qweHD0N8vNYBWb60NAjr76Z1GJ2O+/hBlGzSYcjMRDlzBoKCtA7JomVnQ3Cw1lF0Lj17woULcFHxxCM2Fvbvhy1b4M47tQ7NJLQ+pxVCCCGEEJ1XhyZrFy1axGuvvcbNN9/c5Ky9U6dOBeD06dP83//9H59++ilPPfVUR4YgRIc4kaUQ1NsZRdE6kk4mPh7HH1ay437wOSTJ2utVUmwgK0thyhStI+l8oga7sd99GN6DnfCortY6HIsXuPFzRpX/F/rfhRzQptGzp/p4/DgMGDZMTdb+8kunSdbKOa0QQgghhNBKhyZrr5zcqyVdu3bl1Vdf7chdC9ExDAZQFDIzISJC62A6J0WBPn0gI0PrSCxf+R33MuewF7HefwJkZKcpRUTAC/3+iTIWbpPS5delogK8T+7FT3cQrihjJIwrIACcnGqTtSNGwPbtakmETkLOaYUQQgghhFZMMsEYQE1NDXv37qWgoMBUuxSi7datQz/pJmI2v0NoqNbBdF5RvSoo2ZnOVVVLRFucP4/hyFEiinfiF+6hdTSdjr09REbCvn1aR2L5Tp+G4Evp2NsD0TJRnqkoijq69tgx1F/efRdqR5N2dnJOK4QQQgghjMloydp58+axdOlSQD2pHTFiBAMGDCA4OJhNmzYZa7dCXJ/UVKpO52FfVSLJWq3k5THp1VHM2jaTU0fLtY7GcqWlUV4GlUGhKC7OWkfTKcXFQeoBA9UHj4BMQtRuOWkX8KjIxc5BUTPgwmR69qydZKyTk3NaIYQQQghhSkZL1n799dfExcUBsGrVKjIzMzl06BDz5s3j+eefN9Zuhbg+qalUVECWawwhIVoH00n5+uIY5IWNoYrc1bu1jsZiVe9Lo7wCiI3ROpROq18/mJT+T6ruvhdWrtQ6HItVvD0NW1uw6dkDnOXCgyn17Ak5OVBWVrvg/HnohMlJOacVQgghhBCmZLRk7blz5wgICABg9erV3H333YSHhzNz5kwOHDhgrN0K0X5VVXDoEJUVUNozRnICWlEUbG5MxMEeKjZv0zoai1WYlIbBAB43SrJWK716wRm/fpSVAklJWodjsfSptSUQoqK0DqXT6dlTLeV+4gRQXAyTJsHTT0N+vtahmZSc0wohhBBCCFMyWrLW39+f9PR0ampqWLNmDWPHjgWgtLQUGxsbY+1WiPY7cgQqKylS3HCLDtY6ms5t8GAcHcH5gCRr28VgoGZ/Gjod+I2UGp9a0enAYfggSsp1kJkppRDayeFYmtSr1Uj37mBrW1u3tksXdfZHgJ07NY3L1OScVgghhBBCmJLRkrW/+c1vmDp1KjExMSiKwrhx4wDYvn07ERERxtqtEO2XmgrAUYcYQnsqGgfTyd1wAw7OOlzzj1OWlad1NJbn5EmqCy5h72KPLqyX1tF0apEDXTlk3xe9ARld2w5VVXC6OgCDf6CMrNWAra2asK2vWztwoPq4Y4dmMWlBzmmFEEIIIYQpGS1Zu3DhQj744ANmz57Nr7/+ioODAwA2NjY8++yzxtqtEO134ADVNZBhH0uPHloH08m5uWHbVx1Fd/YHGV3bVvqyCva7JFIWO1DNtgjNxMVBmsdQtebnr79qHY7FOXMGvuz9HOc+WgUxUtJDCw0mGRs0SH3csUOtj9BJyDmtEEIIIYQwpQ7/Fj99+nRuu+02Jk6cyF133dXo9QcffLCjdylExwgNpahbNJkFcdwZqnUwwnn0YHTrD1C2cRs8fqvW4ViUE3ZhvBPxFv/v/2kdiejWDXJ6DKFs7zu4pKRAdbUk0Nvg5En1MVgq02imZ091TrHqarCNiwN7e8jLg6wsrP3KppzTCiGEEEIILXT4yNo+ffrwyiuv4Ofnx/jx43nnnXc4WfdtSwhz9vDD/DLzE7IDBlI7j4jQkDJ2DHuGz+N/oY9oHYrFSUtT84FhYVpHIhQF/G8M40KNG5SWwsGDWodkUc5kXMLD3YCrq9aRdF69eqmJ2pMnAQcH6NdPfaETlEKQc1ohhBBCCKGFDk/W/vWvfyUlJYWjR49y22238eOPPxIWFsaAAQNYuHAhe/bs6ehdCtFhMjMhJESdGEhorHdvKu6+n215PTvT3bbXr6aGYzsvEB6uDoAT2ovrr+OLoKcpeeVtyaC3Ufj7T7Nw6xip96uh0No7TTpj3Vo5pxVCCCGEEFowWkqqW7duzJ07l59//pn8/HyeffZZjhw5wpgxYwgJCeGxxx4jLS3NWLsXom3OnYOKCk6cuPzFVGivTx8oLFTvuBWtYziUwa3vjGf2lvu1DkXUiouDXX43sddxMDg6ah2O5dDr6XLyIK6GIvDz0zqaTsvJCQID4dix2gVjxsBLL0EnqtUq57RCCCGEEMKUTDJ+0NXVlalTp/LZZ5+Rn5/Phx9+iI2NDcnJyabYvRDX9uqrGG4chv/2H629BJ9F6dOthISzP1H4zw+0DsViXNyaSk0NdOnupXUoopaPj5rsSk3VOhLLUn0sC8pKse3iKFfRNNarl3rnCaAWEJ40ST2wOyE5pxVCCCGEEMZm8llObGxsGDNmDGPGjDH1roVoXno6lRV68jy6SbLWjLjqC3ko86845dvAX+8FFxetQzJ7BVvV0V0eQ6I1jkRcKSoKijalQPlWGDdOXSBadDEpXS2B0icCbGy0DqdT69kTvv4aDAa1DrNQyTmtEEIIIYQwBqONrD1//jy/+93viIqKwsfHBy8vrwY/QpiNCxcgN5eKSoVTXSJkAJc5CQqiKiCYirIaSEnROhqLUHMgDQcHcIiP0ToUcYWoKOie8h36T5bBL79oHY5FKN6hXnhwipfEttZ69lTnx8vNrV1w4QJ88gn83/9pGpepyDmtEEIIIYQwJaONrL3//vs5duwYM2fOxN/fH0WGYghzVTs7+wXXHrj6O8vgTTNTHT8IfjhJ9bZd2A4frnU45q24GLvTJ3ByRkZumpnISPjUPYHykjU479wJc+ZoHZLZM6SmY2MDjvEySlxrPXuqj8ePqyU9KC6Gt94COzuYPVstbGvF5JxWCCGEEEKYktGStVu3bmXr1q3ExcUZaxdCdIzaSUGyXSKlBIIZch0ZT+n3X1P6yy7cntE6GvNWtC2dqirQdQsCT0+twxFX6NYNznS9gbL94JyaCmVlVp/gui5VVTicyEBvD0q0XHjQmqen+nP8OAwdilq3NiBAHWq7dy8kJmodolHJOa0QQgghhDAlo5VBiIiIoKyszFibF6Lj1I6sTVeiCQnROBbRiP9N8SgK6DOOQFGR1uGYtbMb0wFwvkFGIpobRQH//kHk2wZCTY2a4BLNq6ggqcd0zkUOVzPdQnM9e6rJWkA9oAcOVH/fsUOzmExFzmmFEEIIIYQpGS1Zu2TJEp5//nk2b97M+fPnKSoqavAjhFkwGCA9nRo9pOkjJVlrhmz9vCj2DaWi3AC7d2sdjllLI5p9YXfjNHGE1qGIJkRFK+yzuwEDwM6dWodj1vTOXfjc+/ecfPJ1mdHKTPTqdUWyFjpVslbOaYUQQgghhCkZrQyCh4cHhYWFjB49usFyg8GAoijU1NQYa9dCtJ5eDw8+yMUt6ZzK6iPJWjNVHhVPeVKmmikYOVLrcMzW5tIbCL73BpiodSSiKZGR8JVLApVlP+Kwa5fW4Zi1s2ehqkq9216Yh9BQdV6xwkJwd+dysjYjAy5eBA8PDaMzLjmnFUIIIYQQpmS0ZO19992Hvb09n3/+uUzGIMyXjQ1Mn06KD9S8LXfbmquK+x7m2fJH+fBeT6TKZ9PKyuDYMZgwQetIRHPCwuCETwJlR8Dh3DmorAR7e63DMkvn1u/Fqaon3bu7aR2KqBUaqj5mZkK/foCXF/TuDUePqiPFx43TMjyjknNaIYQQQghhSkZL1qamprJnzx769OljrF0I0WGysiAoSPIm5qrHQD+KP1VzArGxWkdjno5tOUNI4Tmie/cBHLQORzTB3h58ovxY0e9b5vw9WG7vb05ZGV1fmM3LF/R46n8GvLWOSACBgeDoqN7g0K9f7cKBA+HMGSgo0DI0o5NzWiGEEEIIYUpGq1mbkJDAyZMnjbV5ITrG9u2QmUn2Cb2UQDBjwcFqkuDIEa0jMV8lX63mydSH6fbJ37UORbQgKgq253SXRG1LMjKorNBT5e6L4iOJWnOh00FIiDqytt7s2bBhA0ydqllcpiDntEIIIYQQwpSMNrL297//PU888QR/+MMfiI2Nxc7OrsHrffv2NdauhWgdgwEWLICiIiqDlhExLVLriEQzdDoY5ZBE6KufwqkoePxxrUMyO9X703F0BCVKjmNzFhkJ330H586Bj7dBkrZNSU+nqhJKe0dpHYm4Ss+ekJZ2xYIuXTSLxZTknFYIIYQQQpiS0ZK106ZNA+Dhhx+uX6YoikzGIMzH6dNQVES1zo6Mmt7cIiNrzVqPgDI8f94FyYWSrL1KdTU4Zx3EqQvq0E1htqKiQDHoKZ33J8jbBStWqLU/RT1DahqVlUB0tNahiKuEhsLPP3e+cstyTiuEEEIIIUzJaMnazAb3yQlhhtLTAbjkH0YNdlIGwcx5jOxP1QdQc+gINlY+83hbZafk06U8H0c/HYSHax2OaIG7OwR21VG5OxMMFyAlxaonZmqPyr3p6A3gnCAXHsxNz56g10N2tjq3WGch57RCCCGEEMKUjJasDZHMlzB3Bw8CkOsVhW2ROnmKMF+h8V4cc+5JUMVxXHbvhtGjtQ7JbJz530ECFHDoEwpOTlqHI64hMhIOpN9A77IjsHOnJGuvVFRE9Qm1NqjPcEnWmpuQELVyR2Zm50rWyjmtEEIIIYQwpQ6dYCw5ObnVbUtKSkhrUPhMCBOrPf6OO0bRrRvYGu3ShegIAQGQ7ZdARTnqaERR79KOgzg6gi5Wbhu3BFFRsEOfgF4P7NqldTjm5dAhKivhonNXvEPdtI5GXMXREYKCrppkzErJOa0QQgghhNBKhyZrH3jgAcaNG8eXX35JcXFxk23S09N57rnn6N27N7t37+7I3QvReno9HDoEQKo+SkogWABFgYrYBMorkGTtFQwG0B1Kw8kRdcimMHuRkXDUbQBllTr1fvKzZ7UOyXz07MnWEX8iNf5BmXvNTIWGdo5krZzTCiGEEEIIrXToWML09HTee+89/vKXv3DfffcRHh5OUFAQjo6OFBQUcOjQIUpKSrjjjjtYt24dMTExHbl7IVovOxtKSzE4OrK3MJQ7JFlrEZyH9qdiNRiOHkWRurUA5OTAj/6zCRs/GO9Bg7QOR7RCt25g59mFvOIIQsvSYfdumDRJ67DMg48P67vcRq84rQMRzQkNhW+/VS8UWXNCXc5phRBCCCGEVjo0WWtnZ8djjz3GY489xu7du9myZQsnTpygrKyMuLg4nnzySUaNGoWXzHytqZ074T//ceGFF7SOREN+fvD661zKPE/x1zYystZChPTz5KhLXwLi3XAqKpJkLeo8eSfdY/CfFwMuWkcjWkNRICICDp4boCZr9+yRZG2t6mr1WtrYsVpHIprTsyeUlEB+vvpfqbWSc1ohhBBCCKEVo1XpHDBgAAMGDDDW5sV1qKyE7dvtOH8efH21jkYjzs4wfDhHXICvkWSthQgLg4f6LqXLQwqJ3bWOxjykp0OPHuAiiVqLEhUFyZsSmBS1B6VHD63DMQ9FRRQs/5nAgmhCQ2VyMXMVGqo+Hj9u3cnaK8k5rRBCCCGEMKUOrVkrLEN07RxEMheGOoLL0bHzfOG0dN7e4OWtcOSI1pGYj4r/bWWifjXk5WkdimiDyEjY63IjmQs/genTtQ7HPKSm4vh/r3B/xp/rE4LC/Hh5gZtb56hbayxLliwhNDQUR0dH4uPj2bJlS4vtN2/eTHx8PI6OjvTs2ZN33323UZtvvvmGqKgoHBwciIqK4rvvvmvw+i+//MItt9xCUFAQiqLw/fffN9qGwWBg4cKFBAUF4eTkxMiRI2XiNCGEEEIIDUiythPy8ICAAH3nTdbW1MD778OWLWRn1tC9u3XX3bM2YWGoydqzZ6G0VOtwNFVYCFH7vmDY+r/A1q1ahyPaICwMbG3h4EGtIzEj6elUVMB5/ygZKW7GFEUdXXv8uNaRWKaVK1cyb948nn/+efbs2cOwYcOYNGkS2dnZTbbPzMzkpptuYtiwYezZs4fnnnuOxx9/nG+++aa+TXJyMtOmTWPGjBns27ePGTNmMHXqVLZv317fpqSkhLi4ON5+++1mY3v11Vd5/fXXefvtt9m5cycBAQGMGzeOS5cudVwHCCGEEEKIazJaGQRh3iIiqklL66QZyuPH1WStiwtZ/TfSo6fWAYm2CAsD1z/Pw/DfrSivvAJjxmgdkmbS0wx0Kz6IowfqffXCYtjbQ69eahmLm0eVqgVAO3s9lvR0KiqhOlyOZXPXsyckJWkdhWV6/fXXmTlzJo888ggAixcv5ueff+Zf//oXL7/8cqP27777Lt27d2fx4sUAREZGsmvXLl577TXuvPPO+m2MGzeOBQsWALBgwQI2b97M4sWL+eKLLwCYNGkSk1qojW0wGFi8eDHPP/88d9xxBwCffPIJ/v7+fP755zz66KNNrldRUUFFRUX986KiIgD0ej16vb4tXaMJvV6PwWCwiFiNqc39oNfXj/jR6/VgJf0nx4NK+kEl/SB9UEf6QSX9oGpvP7S1vSRrO6k+fapJSoKiIvV2xk4lPR0AQ0QkWSd1jBilcTyiTcLCYK9tV6qqwD4lpVMna08knSGRIuycazN/wqJERcHpb7bBV49D797w+edah6StgwepqAD7fpKsNXehofDdd+pEYzIKuvUqKytJSUnh2WefbbB8/PjxJDWT/U5OTmb8+PENlk2YMIGlS5dSVVWFnZ0dycnJPPnkk43a1CV4WyMzM5Pc3NwG+3JwcGDEiBEkJSU1m6x9+eWXeaGJGWvz8/MpLy9v9f61otfrKSwsxGAwoNN13hsO29oPSlUp/rW/5+fnY7ArMW6AJiLHg0r6QSX9IH1QR/pBJf2gam8/tPVOpQ5P1lZXV7cpY6zT6bC17ZgwCgoKePzxx/nxxx8BuPXWW3nrrbfwaGHGeIPBwAsvvMD7779PQUEBgwYN4p133iG6rrAr6qiBp59+mi+++IKysjLGjBnDkiVL6NatW4Nt/fTTT7z44ovs378fFxcXhg8fzrffftsh762jRURUAWrecvBgjYMxtdr6D0Xdoqg8I4PZLE1YGHzjHk9FwUrsd+3SOhxNFW1Lx9EJtVPs7LQOR7RRZCSsrw6jqlKP3ZEjnfTqWa38fKpz86mu0eGdGK51NOIa6moKnzhxuQ6+Neroc9pz585RU1ODv79/g+X+/v7k5uY2uU5ubm6T7aurqzl37hyBgYHNtmlum83tp269q7eTlZXV7HoLFixg/vz59c+LiooIDg7G19cXNwv4PNPr9SiKgq+vb6f/4tmmfqi8nJz19fUFe+u4aiPHg0r6QSX9IH1QR/pBJf2gam8/ODo6tmk/HZ6sHThwIB4eHhgMhhbbKYqCwWCgpKSEHTt2dMi+p0+fzqlTp1izZg0As2fPZsaMGaxatarZderqc3388ceEh4fzt7/9jXHjxpGRkYGrqysA8+bNY9WqVaxYsQJvb2+eeuopJk+eTEpKCjY2NoA6scOsWbNYtGgRo0ePxmAwcODAgQ55X8bg7W3Azw9SUzthsrZ2ZO0ZT/UbZvfuWgYj2srVFS717k/5FnA9flwt3OrurnVYJldeDjYZ6Tg5IiUQLFRkJFyy96bQvTs+Jdmwdy8MH651WNo4eJDKCjjrHErvCCetoxHX0K2bWnP5+HHrTtYa65xWuapQvsFgaLTsWu2vXt7WbXZUbA4ODjg4ODRartPpLOaLnKIoFhWvsbSpH65oo9PpGjy3dHI8qKQfVNIP0gd1pB9U0g+q9vRDW/usw5O1BoOBDRs2tLr9DTfc0CH7PXjwIGvWrGHbtm0MGjQIgH//+98kJiaSkZFBnz59moz1WvW5CgsLWbp0KcuWLWPs2LEALF++nODgYNavX8+ECROorq7miSee4B//+AczZ86s335T+7ySVnW+6mpsREXpSU3Vode3/CXEqlRWohw9CkCGTQRduhhwdze0utSW1Glpv47su6Bod3J2hOJDJobdu2HEiA6I0Hw11XeHDkHXojQc3UDfp4/V1IvraOb8N+vmBgEBCsd1/fEuyVaP5Rtv1Dqseibtu9RUyivgjEckQ/z0Fn84m/Nx1xF0OggOVjh+vPX/f7ZWc32nRV929Dmtj48PNjY2jUa85uXlNRrRWicgIKDJ9ra2tnh7e7fYprltNrcfUEfYBgYGtns7QgghhBDi+nV4sratV/Hbc9W/KcnJybi7u9cnagEGDx6Mu7s7SUlJTSZOW1OfKyUlhaqqqgZtgoKCiImJISkpiQkTJrB7925Onz6NTqejf//+5Obm0q9fP1577bUG5RSuplWdr7oaG9262bNunQsnTlzE2dlouzMrthkZuJeVoXd3Z/eZLvj4lJCfX9zq9aVOS/t1ZN/5+TmwR4klouow5b/8QmlkZAdFaZ6a6rttSfYMK0lH8ajivL8/NXl5Gkdpnsz9b7ZrV2e2n4qmf9XXVCclUXjPPVqHVM+UfadMnMj3e6PJueRGfr7lH8vmftx1BB8fZ9LSbMjLa1v9rWtpru/aWuerI3T0Oa29vT3x8fGsW7eO22+/vX75unXrmDJlSpPrJCYmNrpDbO3atSQkJGBXW/4mMTGRdevWNahbu3btWoYMGdLq2ENDQwkICGDdunX0798fUGvsbt68mVdeeaXV2xFCCCGEENfPaiYYy83Nxc/Pr9FyPz+/FuuAQcv1uXJzc7G3t8fT07NRm7r1jx8/DsDChQt5/fXX6dGjB//85z8ZMWIEhw8fxsvLq8n9a1Xnq67GxpAh7ixfbsP583706GG03ZmXX35BsbODuDjOX3AjKsqAn1/rM9VSp6X9OrLvEhLga7cbMJT9iOvRo3Rp4m/fmjTVd6fOKKx++BuempSOd0IC1JZkEQ2Z+9/swIGwIimRuTZ2OJ44gUOXLpjL1TNT991+u1Aih6oleiyduR93HaFvX9izR8Hb26lDP36a67u21vkyV/Pnz2fGjBkkJCSQmJjI+++/T3Z2NnPmzAHUc8PTp0/z6aefAjBnzhzefvtt5s+fz6xZs0hOTmbp0qV88cUX9dt84oknGD58OK+88gpTpkzhhx9+YP369WzdurW+TXFxMUdr7ywCdcDC3r178fLyonv37iiKwrx581i0aBFhYWGEhYWxaNEinJ2dmT59uol6RwghhBBCgAUkaxcuXNjk6NMr7dy5E2h6RENrana1p87XlW3qbs17/vnnufPOOwH46KOP6NatG1999VWzM+hqWedLURS6dtXh5aWQnq7QQdUozN9dd0FCAtXl1Zx+TuHmm5U2l9mSOi3t11F9FxYGmZ7xZPe9m7B7E1A6wb/FlX1XUwMZGTBtmj+6UXJ76rWY899sVBQUOARS4hqIW0kOipkVEjdV31VVwenTtOsz2VyZ83HXEXr3hupqyMlROrz2e1N9Zy39OG3aNM6fP8+LL75ITk4OMTExrF69mpDa2U5zcnLIzs6ubx8aGsrq1at58skneeeddwgKCuLNN9+sP98EGDJkCCtWrOBPf/oTf/7zn+nVqxcrV65scLfZrl27GDVqVP3zusECDz74IB9//DEAzzzzDGVlZcydO7d+0t21a9fWz+EghBBCCCFMw+yTtY899hj3XOO20B49erB//37Onj3b6LX8/PwW64BBy/W5AgICqKyspKCgoMHo2ry8vPrby+rWjbpikh8HBwd69uzZ4ITb3CiKOjFIWprWkZiQTgc9e3ImG2pqoPa7kbAwTk7g1tuPtVF/JGyM1tGYXmamOsGYNU/s01l0764OpE3tPYMhiUDPnlqHZHq7d1P07WZ6nxtMaGii1tGIVqq7I+f4cZmos63mzp3L3Llzm3ytLnF6pREjRrB79+4Wt3nXXXdx1113Nfv6yJEjWzVR2sKFC1m4cGGL7YQQQgghhHF1eLLWy8uLIUOGXPOEsE7d5AjN8fHxwcfH55rbSUxMpLCwkB07djBw4EAAtm/fTmFhYbM1u1pTnys+Ph47OzvWrVvH1KlTAXXUQ2pqKq+++mp9GwcHBzIyMrixdnKYqqoqTpw4UT9SwqwUF2O3cyfExBATE8oHH0BFBTQxyNdq1Va5kC+YFqxPHzh8WOsotJGWBlOy3yRskyN434ZV3DfeSel0EBEB63RTGTJV62g0kpSE3Vef0Vcpo0cPSdZaii5d1I+ezEwYOVLraIyjo89phRBCCCGEaI0OT9auX7++ozfZKpGRkUycOJFZs2bx3nvvATB79mwmT57cYHKxiIgIXn75ZW6//fZW1edyd3dn5syZPPXUU3h7e+Pl5cXTTz9NbGwsY8eOBcDNzY05c+bw17/+leDgYEJCQvjHP/4BwN13323inrg25bXXcPvhB5g9m+ibf0d1tXpLdd++WkdmZAcPwuefw8CBZBXegpcXyJ19lis8HDatq6JyZzr2eafg5pu1DslkDqbWcM/5ldgurYBJ46+9gjBrkZHwww9gMKh3PHQ66elUVEBxWCROTloHI9oiNFQdWWuttDqnFUIIIYQQnVuHJ2ufe+45Tpw40er2vXv35sUXX+yQfX/22Wc8/vjjjB+vJi9uvfVW3n777QZtMjIyKCwsrH/emvpcb7zxBra2tkydOpWysjLGjBnDxx9/jM0VM2r84x//wNbWlhkzZlBWVsagQYPYsGFDo4nJzIGhf3/44QeUPXsImauOjklL6wTJ2t274b//hbIysjxvkRIIFi48HDzKcqj5zUxws4dx48DeXuuwjM5ggPM7juFqVwEuLjI83ApERsJnn0HOjpMEndkFcXGdpxyCwQAHD1JZATaxUdduL8xKaKj636q1XmjQ8pxWCCGEEEJ0Xh2erF2zZg3fffddq9oaDAamTp3aYSe2Xl5eLF++/Jr7vFJr6nM5Ojry1ltv8dZbbzXbxs7Ojtdee43XXnutTTFrorbkA2lpKFWVREfbk5qqbUgmUVecNyqKrG3qLOzCcoWEQKFbMEXnvXGqPK/++9Yd21YsJwc8zqTj6IQ6O5WVTLrTmYWHq4mu8jeWwNF18Nvfdp5k7alTGC5doqTaHo8BneQ9W5HQUCgshIIC8PLSOpqOp+U5rRBCCCGE6Lw6PFlrMBjaVKe1tXXARAcKDkbv6QnFxZCaSnT0AJYvV2d1tjX7KeeuQ3o6ABW9o8n9Xv2SKSyXjQ30DlM4XjAA/0vrYM+eTpGsTU+H7pfScHRGZhizEk5O6ufRocL+9GSdehfAzJlah2UaBw9SUw0nHcPoEWandTSijequKWRmWmeyVs5phRBCCCGEFjp8SJbSxvvg2tpedABFoSo2Vv19715iYqCyEo4e1TYsoyoqglOnAMh2icRguDyTtbBc4eGwl9oE7TVmyrYWaWkQaUjDRoc6slZYhchISKqIV5/s369ePesM0tOpqITsLtFyAc0C+fvDlCnWmagFOacVQgghhBDakPtnO6nqumTt7t307AmOjlh3KYSDB9XHbt04lu+GTgfBwdqGJK5fnz6wh/5U16AmuGpqtA7J6A7vL6d7Re2VlZgYbYMRHSYyEvZfCqXa2Q3KyuDQIa1DMo3sbCoqIN8nEl9frYMRbaUo8MgjcqeKEEIIIYQQHUmStZ1UVV2SZ/9+bKghMvJySVerdEW92sxM6NatU8xFZfXCwyHXpRelOlcoLYWMDK1DMqqLF6Eq8xQO7g7g44Nkt6xHZCQYFB35wZ1rpDj//CefT/+J4oSRVjlBlRBCCCGEEEK0lVFq1rZ2cgWp7aWdmh49MCxYgDJgAOh0xMTAN9+AXm+l8xUVFKhvLCqKzP1SAsFa+PqCm4eO0zX9ccv/Ra1ba8WlAdLTIcelN1UrNoMh3zqnX++kfH3VW8mPOA4gkM3qsfzAA1qHZXyKQto5f+LitA5EiMbknFYIIYQQQmihw5O1S5YsoaioqNXtJ0yY0NEhiNbQ6eD22+szs9HRsGyZOklIr14ax2YMTz0Fv/sdhuoaTvwIAwdqHZDoCIqilkJYf3omkf94GCIitA7JqNLTwc8PfPx0gL/W4YgOpCjqdYZdR/ozHGDfPiu+enZZZSWcPg233aZ1JEI0Jue0QgghhBBCCx2erE1MTOzoTQoTCA8HOzu1bq1VJmsBHB3JO6uWg5T6etYjPBy+S4vmsWjrH2ianq4QHa11FMJYIiJg+fY+VL/2BrYD4qw+Ucu771Ky/TC9L9xDaKhcQRPmR85phRBCCCGEFqz8m6BoUUUFfP01vPgidjZ6wsPVkXvW7MQJ9VGStdajTx8oKYEzZ7SOxLjKyuDMoSKmf3sn/OUv6qhLYVWioqC8yoZjgcPAzU3rcIzv11/R/foLXWoKCQnROhghhBBCCCGEMA+SrO3MbGxg8WL48Uc4cYLoaHUeLqsru/bRR/DQQ7B6NZmZ4OoKnp5aByU6SliY+pjz405YtAjWrdM2ICM5dsyW7pfS8CrKUofAW/uoy04oNFSd+PDgQa0jMYGKCjh8mMoKKO8dg4OD1gEJIYQQQgghhHmQb/udma0t9O2r/r57N1FRUFhohSMU9+xRk1vFxWRmqgkRa79dvjNxcYGuXaHk173w7bewcaPWIRlFRoYtYVXp2Nlj1ZOodWa2tmpZj6N7i2HJEnjySSu8elYrIwNqario88I7OkDraIQQQgghhBDCbEiytrPr31993L2biAg1iWlVpRAMhsvD1KKi6pO1wrqEh0OKYYD6ZM8eq0xwHT5sS5xtGgoghWutV2QkpB2xx7B8OWzZAllZWodkHKmpGIDD9jGE9pSrZ0IIIYQQQghRR5K1nd2AywkuF2cDoaFqKQSrkZsLBQVgY0N593BycyVZa4369IHkSzHobWwhPx9OndI6pA5VXQ3HjtoQWpKqLpBkrdWKjIRzRfaU9Y5VF+zerW1AxpKaSlUVHHWMoXdvrYMRQgghhBBCCPMhydrOLiZGvfc2Px/OnCE62spG1taNqg0LIyvHHoMBevTQNCJhBOHhUG5woCi4Nom5Z4+2AXWw48fBuTgPt5oCtVZtnz5ahySMpO4Oh2zvK0aKW6PUVCrKIcs1pr7utBBCCCGEEEIISdYKB4fLo/Rq69bm5MCFC9qG1WHqhgnXlkDQ6SA4WNuQRMcLDQU7O8j2jVcXpKRoG1AHS0uDXuUH1UmYevdGZmOyXq6u0LMn7DbUlqhJSbG+sh6VleDrS0mNI1VhUbi6ah2QEEIIIYQQQpgPSdYKtRSCTgc5OfXzFlnN6NrUy7eNZ2ZCt27qbOvCutjaqgmuA7a1oxGt7Nbxgweha1A1Sq+elycFFFYrLg425MdisLGBvDz1Cpo1sbeHpUt5fcpmQqK7aB2NEEIIIYQQQpgVSdYKuO8+2LgRZs/GywsCA60oWRsQAL6+EBtLZqaUQLBm4eGQXNIXbGzUYbaXLmkdUocwGCAtTYExN2JYsQL++EetQxJGFhcHZ4ucKA2pvXpmZRcfQK3DfDTThvBwrSMRQgghhBBCCPNiq3UAwgx4eDR4GhVlRZOMvfACGAwYDHDiBAwcqHVAwlj69IFVq5y59M1aXLu5ax1Ohzl5Us07R0RUqwsURduAhNFFRamjxTM9+hPjlgUlJVqH1LEqK8k6aU9VFZKsFUIIIYQQQoiryMha0ZDBQHQ0ZGZaUX5AUcjLVygrU2ubCutUl/Q5fNZ6ErWgVvJwUCrp3aNc61CEiTg6qhON/RQ0C9avh2nTtA6p4+j1MHEizg9NxavqLD17ah2QEEIIIYQQQpgXSdYK1S+/wMMPw+uvEx2t3np96JDWQV2nixfrJ+Y5cUJdJMla6xUQoE7OdPhw7YKaGk3j6SipqTDJdi1B994Or7yidTjCROLiYM8hJ/TW9t90djYUFWE4dQrvcG+pIS6EEEIIIYQQV7Gyb4Gi3aqrYf9+2L6dwEC1MoLFl0L4zW9g/Hg4dIjMTDWR5+mpdVDCWBRFHV17+JAe5s2DUaPUyZksmFqvFuLs0lEqK8HBQeuQhInExal3Nxw7hnogVFZqHVLHqJ308YRjJL0jpBKTEEIIIYQQQlxNkrVCFR+vPh4/jlJwgehoC59krKBALfZZUABBQWRmqqNqpdyndYuMhPRDOvTnzkNpqcVPzJSTAxcuQGhJ7ZWTqChtAxImExamlkM4+9FqmDwZ3nhD65A6Rloaej2k62KkXq0QQgghhBBCNEGStULl7q5mBwBSUoiKUm8nr6rSNqx2O3BAfQwNBTe3+mStsG5xcWqO9lzwAHVBSoq2AV2ntDSwNVThmX9EXRAdrW1AwmRsbSEmBg6fdIKzZy3+WK6Xmkp5BWS5SrJWCCGEEEIIIZoiyVpxWUKC+piSQnS0mqg9ckTbkNqtLlkbG0t5OeTmSrK2MwgLAycnSHWoHSlu4Qmu1FQY5HkYnb4KvZsbBAVpHZIwobg42HSxH3oDcPy4WofbklVUwOHDVJRDrk8M3bppHZAQQgghhBBCmB9J1orL4i8nuEJD1aSXxdatvSJZm5WllnyUZK31s7FRRyNuLe6n1rzIzoZz57QOq91SU2GQ4z4AqqOipI5HJxMXBwV4UuTTU12wd6+m8Vy3jAyoqeGizgufmAB0cgYihBBCCCGEEI3IVyVx2YABajIoMxNdwXkiIy00WVtTcznwvn3JzASdDhnF1UnExcHe427U9Kot62GhdWvz8tSfPmV7AaiSEgidTo8e4OYGme791QUWeizXc3SEm29mp/tYwvvIhQchhBBCCCGEaIoka8Vlbm4wcCCMGQOlpURHw6FDoNdrHVgbHTsGZWXg4gKhoWRmqolae3utAxOmEBenlvA427W2bq2FJrjqrjd4TBwMw4ZRHRenbUDC5BQF+vaFnfraY3nPHm0Dul7h4Vx44gWWBT4j9WqFEEIIIYQQohm2WgcgzMw779T/GlUIy5ZBVpaFlRBwcYEHHlBH2Op0ZGaqI9RE5xASos6Xt99pMEEDj0NEhNYhtUtqqvpenO+/A/3026jOy9M6JKGBuDj4fGN/ZurBJiMDLl0CV1etw2q3ujrokqwVQgghhBBCiKZJslY0KzxcnZE8Lc3CkrVdu8LjjwNqrdoTJ9QBw6JzqBuNuD7vRiYuuVHrcNotNRX69dM6CqG1uDh4x86P/IjhBCR0g8pKrUNqn9JSOH2aw4d64eGhw8dH64CEEEIIIYQQwjxJGQTRmMEA2dnYV5UQFmahdWtr5eWpFREsKtksrlvfvnD4MJSUaB1J+1y4AGfOwMAu6ZCbq3U4QkMBAeDrC6tGvQ7z54O3t9YhtU9KCtx7L7GvPUh4uMyVJ4QQQgghhBDNkWStaOyJJ+COO2DrVqKj1WStwaB1UK1UUgLbt0NxMaCWrwVJ1nY2cXHqMZuWhpr5PHxY65DapO4CScw3C2HyZNi6VdN4hHYURT2e9+3TOpLrlJqKAThi6C0lEIQQQgghhBCiBZKsFY3VZTZTUoiJgYICdZSfRdizB373O/jNbwBITwc/P/Dy0jguYVIBAeq/e+7XW2H8ePjrX7UOqU1SU6GnTxEOp46rC6KitA1IaCouTq0dfvFsBezcCUVFWofUdgcOUFUFRx1jJFkrhBBCCCGEEC2QZK1oLD5efdy1i6go0OngwAFtQ2q1/fvVx5gYQE3WRkdrGI/QRN1oxK0XapOcR49aVIIrLQ2GedT+0XXvLlcbOrm+fdXH8ocehd/+FpKTtQ2oraqrYf9+ysvhuFs/evfWOiAhhBBCCCGEMF+SrBWN9e+vZmizs3G6lEevXupIP4tQF2hsrJoYOA6RkdqGJLQRFwcHz3pRGRSi1kTYs0frkFqlqEgdRRlrqL3vPS5O24CE5ry8IDgYMhz7qQt27tQ0njY7eBDKy7mkuGHTOxRXV60DEkIIIYQQQgjzJcla0ZirK/Tpo/6+ezcxMWoO1Ozr1ur1DZK1hw9DTY0kazur2Fj18bT/5ZHiliA9XX3sfmGv+oskawUwaBBsLL4BA1hesrb2QsmRLgMI6yOnHUIIIYQQQgjREvnWJJqWkKA+7tpFbCycP28Bk9IfOwalpeDsDL16cfAguLhASIjWgQkt1I1G3OcwUF2wfbu2AbVSaioE+lThdLT2wkO/fprGI8zDkCGQatef0gobOH3aggqJA7t3q4PblQFSr1YIIYQQQgghrkGStaJpdXVrU1KIilJrgJp9KYS6wroxMaDTkZ4OERFq7KJz6tcP/ld0g3oQHD8OeXlah3RNqalwo28GVFaCu7tcbRAA9O4N7oHOZHepLcJtISPFAXjoIfJvn02q2xBJ1goBLFmyhNDQUBwdHYmPj2fLli0ttt+8eTPx8fE4OjrSs2dP3n333UZtvvnmG6KionBwcCAqKorvvvuuzft96KGHUBSlwc/gwYOv780KIYQQQog2k2StaFr//jB9Ojz5JC7OBkJDLStZq9fDoUMQFaVtSEJbcXFwosCdsh61tTB27NA2oGsoKVFzyt2GhsDLL8PvfidXGwSgHgZDhsB2fW0pBDM/lhvo148d/WZzwa0HoaFaByOEtlauXMm8efN4/vnn2bNnD8OGDWPSpElkZ2c32T4zM5ObbrqJYcOGsWfPHp577jkef/xxvvnmm/o2ycnJTJs2jRkzZrBv3z5mzJjB1KlT2X7FHSWt3e/EiRPJycmp/1m9erVxOkIIIYQQQjTLqpK1BQUFzJgxA3d3d9zd3ZkxYwYXL15scR2DwcDChQsJCgrCycmJkSNHkpaW1qBNRUUFv//97/Hx8cHFxYVbb72VU6dO1b++adOmRiMR6n52WlptwTouLjB/PgwfDopCbKwFJGsfeAAWLIAxY8jOVisiSLK2c4uJUZNcaQkPwosvwtChWofUovR0tTZ05EBXGDcO7rhD65CEGRk6FPbZ30B5GWrdWrMvJH5ZWhqEhYG9vdaRCKGt119/nZkzZ/LII48QGRnJ4sWLCQ4O5l//+leT7d999126d+/O4sWLiYyM5JFHHuHhhx/mtddeq2+zePFixo0bx4IFC4iIiGDBggWMGTOGxYsXt3m/Dg4OBAQE1P94eXkZpR+EEEIIIUTzbLUOoCNNnz6dU6dOsWbNGgBmz57NjBkzWLVqVbPrvPrqq7z++ut8/PHHhIeH87e//Y1x48aRkZGBa+2U1fPmzWPVqlWsWLECb29vnnrqKSZPnkxKSgo2NjYMGTKEnJycBtv985//zPr160moq/1q4WJj4Ycf1LvI/fy0jqYZoaHUDdtKXw02NmpyQHReLi7q7eMbdWNIuEnraK5t/37w8YGAAK0jEeaoTx8oDOlLctg8Rj87UOtwWufHHzG4unFk7w0Mn+SidTRCaKqyspKUlBSeffbZBsvHjx9PUlJSk+skJyczfvz4BssmTJjA0qVLqaqqws7OjuTkZJ588slGbeqStW3Z76ZNm/Dz88PDw4MRI0bw97//Hb8WTvwqKiqoqKiof15UVASAXq9Hr9c3u5650Ov1GAwGi4jVmNrcD3p9/YgfvV6vTvJrBeR4UEk/qKQfpA/qSD+opB9U7e2Htra3mmTtwYMHWbNmDdu2bWPQoEEA/Pvf/yYxMZGMjAz69OnTaB2DwcDixYt5/vnnuaN2BNsnn3yCv78/n3/+OY8++iiFhYUsXbqUZcuWMXbsWACWL19OcHAw69evZ8KECdjb2xNwRXalqqqKH3/8kcceewzFkm9hrq6G3bvh0CGibn8ARVErDYwZo3Vg15aeribpHBy0jkRoLS4O1q1TByGa+5/j/v0wOPQsykc/wYABMrmYaEBRYPBwe5Yl38+oMPM/njEY4M03qcq/iJPHh0RH99U6IiE0de7cOWpqavD392+w3N/fn9xmZnHNzc1tsn11dTXnzp0jMDCw2TZ122ztfidNmsTdd99NSEgImZmZ/PnPf2b06NGkpKTg0MwJ1csvv8wLL7zQaHl+fj7l5eXN9IT50Ov1FBYWYjAY0Oms6obDNmlrPyhVpdQdTfn5+RjsSowboInI8aCSflBJP0gf1JF+UEk/qNrbD5cuXWrTfqwmWZucnIy7u3t9ohZg8ODBuLu7k5SU1GSyNjMzk9zc3AYjFhwcHBgxYgRJSUk8+uijpKSkUFVV1aBNUFAQMTExJCUlMWHChEbb/fHHHzl37hwPPfRQizFrNRqh1VcCystRHnsM9HpcRo+me/euHDhgYNQoo4XWft99p17VHzECfHxIS1MYMsTQ4Rf65WpS+2nVd7Gx8NVXCtlbswg+tgm6dYPRo00aQ2tcugTHjys85LMdw5IlEBuLYelSQI6762FtfTd4MPz4o8KhQwaa+G+tQ1133x0/jnLxIiXVDpzsEkGfPnprGXx1TdZ23JlSc31nTX159YV8g8HQ4sX9ptpfvbw127xWm2nTptX/HhMTQ0JCAiEhIfz000/1gxqutmDBAubPn1//vKioiODgYHx9fXFzc2v2PZkLvV6Poij4+vp2+i+ebeqHysvJWV9fX7C3jjsn5HhQST+opB+kD+pIP6ikH1Tt7QdHR8c27cdqkrW5ublN3qbl5+fX4mgFoMmRBllZWfVt7O3t8fT0bNSmue0uXbqUCRMmEBwc3GLMWo1GaMuVALewMOxSUyles4aQkLvZudOOvLwio8XWXh7//jc2OTkU2duT23swp0+7ExhYQl5eVYfuR64mtZ9WfefnBzY27hz5aB1BKW9TmZDApZgYk+2/tXbtsqOiwoWg/GSqq6oo69WL0rw8QI6762FtfefjAy52TmT8cw3dfPZQ8vjjYKT3db1957BpE12qqjjqFIdf1yqKiy9QXGyEQM2QtR13ptRc37V1NII58vHxwcbGptH5Y15eXqNz0ToBAQFNtre1tcXb27vFNnXbbM9+AQIDAwkJCeHIkSPNtnFwcGhy1K1Op7OYY19RFIuK11ja1A9XtNHpdEb7f0gLcjyojN4P+hrISoLis9DFH0KGgM7GOPu6DnI8SB/UkX5QST+o2tMPbe0zs0/WLly4sMmE5pXqJvFqalTCtUYrNLVea9Zprs2pU6f4+eef+fLLL1tcH7QbjdCmKwGjR6NkZOCRlkbinQ+zebOCTueIj4/Rwmu7nByUc+fAwQHP0aM5kOKCvb3CkCH2eHh07K7kalL7adl3Q4dCUtooxti9h+2hQzh5eJjdTEenTkH37gp+OUfBzo4uQ4fSpfYClBx37WeNfTd8VA2Ri5bQpVsJLjNmQGSkUfZzvX2nHDsGdnakOwwkIcEJPz8nI0RpnqzxuDOV5vquraMRzJG9vT3x8fGsW7eO22+/vX75unXrmDJlSpPrJCYmNpp7Ye3atSQkJGBnZ1ffZt26dQ3q1q5du5YhQ4a0e78A58+f5+TJkwQGBrb9zQohRHPSf4Q1f4SiM5eXuQXBxFcg6lbt4hJCCDNi9snaxx57jHvuuafFNj169GD//v2cPXu20Wv5+fktjlYAdfTslSeiV440CAgIoLKykoKCggaja/Py8upPgq/00Ucf4e3tza23Xvs/Gi1HI7T6SsCNN8K//gW7dhH7XDWKYk96usLIkUYNr21271Yfo6NRXF3JyICgIPDyMk5BR7ma1H5a9d2QIfDKL72odPPBoegcyoEDcMMNJo3hWg4cgITwIpQvMwFQ+vVrMFJFjrv2s7a+Gzpcx8HF8YRU/IJjSgpERxttX+3uO4MB9u6lqhr2OsUzra/OmgZetYq1HXem1FTfWUs/zp8/nxkzZpCQkEBiYiLvv/8+2dnZzJkzB1Av5J8+fZpPP/0UgDlz5vD2228zf/58Zs2aRXJyMkuXLuWLL76o3+YTTzzB8OHDeeWVV5gyZQo//PAD69evZ+vWra3eb3FxMQsXLuTOO+8kMDCQEydO8Nxzz+Hj49MgwSuEENcl/Uf48gHA0HB5UY66fOqnkrAVQgjA7M98fXx8iIiIaPHH0dGRxMRECgsL2bFjR/2627dvp7CwsMmkKkBoaCgBAQGsW7euflllZSWbN2+uXyc+Ph47O7sGbXJyckhNTW20XYPBwEcffcQDDzxQP9rB4oWHg7c3lJXhnrmX4GBITdU6qKvUjqyuS76lp0NUlIbxCLMzYADY2ilk+tXWtN62TduArlJYCNnZMMhpv7qge3e4qvSKEHViYuBkwA1qSYG6zz9zc/o05OdTWmnLCddY+UwWota0adNYvHgxL774Iv369eOXX35h9erVhISEAOo5ZnZ2dn370NBQVq9ezaZNm+jXrx8vvfQSb775JnfeeWd9myFDhrBixQo++ugj+vbty8cff8zKlSsbzONwrf3a2Nhw4MABpkyZQnh4OA8++CDh4eEkJyfj6upqot4RQlg1fY06ovbqRC1cXrbmWbWdEEJ0cmY/sra1IiMjmThxIrNmzeK9994DYPbs2UyePLnB5GIRERG8/PLL3H777SiKwrx581i0aBFhYWGEhYWxaNEinJ2dmT59OgDu7u7MnDmTp556Cm9vb7y8vHj66aeJjY1l7NixDWLYsGEDmZmZzJw503Rv3NgURR2WuGoVJCURGzuQffu0DuoKBkODZG1ZGWRmws03axuWMC/OztCvH2xLG0QEP8H27fD732sdVr0DB9TH8JI96i/9+mkWizB/trbgNuYGSt4F7z17UKqqwNwuEO5XLzycco8mKNQBC5hnSAiTmTt3LnPnzm3ytY8//rjRshEjRrC77i6iZtx1113cdddd7d6vk5MTP//8c4vrCyHEdclKalj6oBEDFJ1W24UOM1lYQghhjsx+ZG1bfPbZZ8TGxjJ+/HjGjx9P3759WbZsWYM2GRkZFBYW1j9/5plnmDdvHnPnziUhIYHTp0+zdu3aBqMI3njjDW677TamTp3K0KFDcXZ2ZtWqVdjYNCyCvnTpUoYMGUKkkeoHaiYxUX1MTycmRh0wdeGCtiHVy86G/Hy1/mjfvmRkqPlbGcUlrpaYCOuKBlFdA2RkwMWLWodUb98+6NoVXI7XZm0TErQNSJi96Ft6cgFPKovKL2f7zcmkSfDDD3zV/WnMcD4/IYQQQphaceOShdfVTgghrJjVjKwF8PLyYvny5S22MRga3nahKAoLFy5k4cKFza7j6OjIW2+9xVtvvdXitj///PNWx2pRbrwRli+H8HBiavPcqakwfLi2YQFw5Iha1zMuDhwcSEsDV1c18SXElQYOhLftvTnn3puAqpNw7BjEx2sdFqDm2uLigEffhbQ06NFD65CEmYvrr+M/vgPpXvwzDklJaq0Pc6IoFDh3JaW0K89IslYIIYQQXZqeR6bd7YQQwopZ1chaYSTOzhARATodnp5qItRs6taOHQsbNsBzzwFw8KA6MbpinLnFhAXz8FCPjRUJr8HGjWaTqD1/Xh2tHhuLeuEhNla94iBEC+zsQH/jcLVubW6u1uE0KS1NfTTi/GdCCCGEsBQhQ8AtCGjui5oCbl3VdkII0clJsla0WUyMGSVrAbp0geBgamrUu9ulBIJoTmIi/HK8G+V6e61DqVdb2lNN1grRBj0eGM5z/f5Lxoy/aR1KQ5s2wR/+QOFXawkMBC8vrQMSQgghhOZ0NjDxldonVydsa59P/H9qOyGE6OQkWStap6QEFi6EO+6gb2QVJ0+aUd3aWpmZUF4uyVrRvMGDoaoKUlJqFxiamo3WtA4cgNAQPe6PzYC//x2KirQOSViIAUOdcOnhy6pVWkdylaQk2LiR8t3pUq9WCCGEEJdF3QpTPwXXgIbL3YLU5VG3ahOXEEKYGUnWitZxclK/gGdnM8BmH4oCO3ZoHNOKFfDww7B6NaCWQLCzg969NY5LmK2AALUc7Pn3v4GpU+Grr7QOiX374EafQ+oB/PPPatkRIVpBUeDmm2HrVriQU6F1OJft3k2NHnbpB0gJBCGEEEI0FHUr/O6KL5L3fQ3zDkiiVgghriDJWtE6Op06LBHosj+JmBjYtk3jmJKT1XvICwoANekVFqYmbIVoTmIinD50CcOx45ofxGfPQl4eJFQlqwsGDgRbq5r3URjZ2BvL+e2BuVSPHINawFZj+flw4gRl5QrHXPvJyFohhBBCNHZlqYOQIVL6QAghriLJWtF6Q4eqj0lJDB6sJkdLSzWKpboa9uxRf7/hBi5dUm9trwtRiOYMHgz7nQZRVgbs3AkV2o1I3L9fHR0ZfKo2WTtEJlQQbePi7Uhvj3yKz5VT/UuS1uHAli0AnPGKwSXQDT8/jeMRQgghhBBCCAsjyVrReoMHqyNsjx4lsVce1dVX1P40tfR0NVPs7g69e7NlC+j1MGKERvEIixEaCpU9I8jX+UNZmaajaw8cgIhuxdgdrJ1lrHb0uhBt4T1lGDU1cOrzX7QOBTZvBmC3y3Cio9WLEUIIIYQQQgghWk+StaL13N2pK0DoeySJnj01zHPt3Kk+JiSATseGDTBggBqiEC1RFEgcovCr0xgMAP/7nyZxGAzqyNpRLjvUKw0hIRAUpEkswrJ5TBmBizNUbf4VQ1W1doGUlsLOnegNsKFmhJRAEEIIIYQQQoh2kGStaJvERPUxKYnERDVnWlWlQRx1s5sNHMiZM5CRAaNGaRCHsEiDB0Oy8xgqylFHAlZWmjyGM2fg/HnoWyIlEMR1io2lS7AHXLrEiR/2aRfHhQsQE0ORRwg5jqEyuZgQQgghhBBCtIMka0Xb3Hgj9O4N4eEMHqzeRb5/v4ljqKi4vNMbbmDjRnBykjvIRetFRcHFbrGcU3ygpOTySG0TOnBArSri2zcQune/fCFEiLbS6XCdeCP2dpD58Wbt4ujWDd5/n//cvwI3d4Vu3bQLRQghhBBCCCEslSRrRdtERcGKFfDII4SEQECABqUQiopg2DAIC8PQLZhNm9SJxeztTRyHsFg6HQy5UceGLlMw3DoFfH1NHkNKCvTpA/ZzHoZvv5VkrbguyojhuHuAc8ovnMs3aBrL3jQ7YmKkXq0QQgghhBBCtIcka0W7KYqaX9q2Ta2/aTK+vvDqq/DFFxzKUMjNlRIIou1GjoSvfH5L6u1/hvBwk+67shL27IGBA69YKJktcT0GD6bLuCEkh05n9X/0pt//+fNw4QJnz6plaYYONX0IQgghhBBCCGENJFkr2qeiAjZsYPANNVy8CIcOaRPGhg3g4wOxsdrsX1iuiAjw94eNG02/77171T+hG/0Oa1T0WVgdZ2dsl7yJ68NTWbPOxvRlmD/7DCZM4ORf3sfB4aoLEUIIIYQQQgghWk2StaLtDAaYNg2eeYaIoh24u5uwFEJ2Nhw7Bqg5rq1b1RGSMihRtJWiqCOyf91qoGpvmpr5N5Ft2yAkoIKAZx+C0aPh7FmT7VtYt5tvhuJi+N//TLzjTZvAYGDb2Z4MGgSOjibevxBCCCGEEEJYCUnWirZTlPqZ63U//5dBgyA52USlED75RE0Uv/suO3eqSYnRo02wX2GVRo6Erjm7qLjnQXj5ZdAb//ZxvR527IBJ/rvVegiuruDnZ/T9is4h0CaPhz2+ZdXyQtMN2s7KguxsKmps2VSRyPDhJtqvEEIIIYQQQlghSdaK9pk0SX3cuJHEfmXk5MDJk0beZ1XV5XvW4+PZuBF69YLgYCPvV1itrl1BF9+fc5VuUFCgFpI1sowMKCyEhKpkdUFiogwNFx1n3jxu2ruIgKNbWbvWRPvcvBmATJ8EbN1dGDDARPsVQgghhBBCCCskyVrRPjEx0K0blJURd3Ezjo4mKIWwYwcUFYGXF5fC49m1SyYWE9dvxBhbkh1GUqPHJPeOJyeDh7sBv8Nb1QW1o9SF6BDDh2NvDzc5beTLLzFN7drNmzEAm/QjGDoU7OxMsE8hhBBCCCGEsFKSrBXtoyhw000A2K1bTUKCmoQyqrphYmPHsuVXHXo9jBhh5H0KqzdsGOzzHk3xJdS6tUYshWAwwPbtMDE4DeVkNtjbw6BBRtuf6ITGjgWgb9EWavLOs2aNkfdXUAD791NRDr/aDJfPZCGEEEIIIYS4TpKsFe03caL6uG0bw6IvcPQonDtnpH1VVqoT2ACMH8/GjdC/P3h4GGl/otPw8ACXUQM5X+6iHsAHDhhtX6dOwZkzMKLge3XB2LHQpYvR9ic6od69oW9f7HU1POj5I199BRUVRtzfli1gMHCySwS6QH9iYoy4LyGEEEIIIYToBCRZK9qve3eIjga9ngFV27G1hV9+MdK+kpOhpAT8/NhPXw4dqh9AJsR1Gz7Wnh1Ow9UJmYxYCmHbNuhiX0lQWu0o8dtuM9q+RCd2xx0ADDv/HcVFelavNuK+hg9H/6e/8G2XB7nxRtDJWYUQQgghhBBCXBf5WiWuz9NPw7ff4nj7JMaMga+/huJiI+yndgKbmlFj+dd7OiIjYehQI+xHdEqDBsHBwDFcKgb27jXafrZvh74J9ug+Ww6/+506PFyIjjZuHLi64nj+DPf12sY330B5uZH25eHBgdBb2eo0juHDjbQPIYQQQgghhOhEJFkrrk9srDrCFrjvPqiqghUrjLCfBQtg8WJ+7nInZ87A3Llq2VwhOoKjI3jdnMi7/d/H8NHHRtnHhQuQkVFborZ7d/jNb+QgFsbh4AA33wx2dowLz6KkBP7zH+PtbvNmCAiA8HDj7UMIIYQQQgghOgtJ1ooO4+mu5+671aTA6dMdvHE7O/LCb2Tp+hCmTIEePTp4+6LTGz7OgeSKARzLNM7H4o4d6i3iN9xglM0L0dDDD8N//4v7nHsZPx6+/RZKSzt4H//v/1H96efs+qWU4cPl2oMQQgghhBBCdARJ1orrl5cHzzwD99zDbVMMeHnBRx91/G7efx9cXeHeezt+20L07QuenrXz2FVUQGFhh25/2zZ4uHwJri89A+npHbptIRrx8qqfgfHuu6GsDFat6sDtZ2bC119T/v/ewPbiOUaM6MBtCyGEEEIIIUQnJslacf1cXdUJwI4fxz7jAA89pNbm3L+/A7ZdWgpTp3LiD2+TklzJrFng5NQB2xXiKjY2MHw45H+xHv3Nk+Gddzps22VlcGBPNYlnv4cNGyA/v8O2LcS1+BQd5+ZJer78sgPvevjsMwAO+o7AJbJ7XTUcIYQQQgghhBDXSZK14vo5OcGoUervq1czbBj06QNLl4Jef53b3rwZ/bHjnP9qA33j7Rgy5LqjFaJZkybB2WpvirML1Hoe5893yHZTUqBP3hY8DRfA21tmxxOmM38+TJ3KA2HJ+PrCa69BdfV1bvP8efjpJ2r0sMJuhkwsJoQQQgghTEtfA5lb4MDX6qO+RuuIhOhQkqwVHePmm9XH//wH5Vw+s2bB8ePwv/9d53ZXraLgAuz0HM+c3ypSE1EYVdeu4DuuH6m6WAyVlbByZYdsd/t2GF/6PXZ2wOTJYGvbIdsV4pq6dQPAftU3PPWUWr3giy+uc5tffglVVRyy68sp7zjGjLn+MIUQQgghhGiV9B9hcQx8Mhm+mak+Lo5RlwthJSRZKzrGwIEQGwvl5fDee/Tpo95SvmyZuqhdduygYssOzhfaEPDILQQGdmjEQjTpjjsVVnk+SGkJ8NVX1z0rU0kJZGzJI6Y4WV0wZcr1BylEa91+u/q4dSth7nnce696WB882M7tlZXBV19RUgKf6+5n1iy1PK4QQgghhBBGl/4jfPkAFJ1puLwoR10uCVthJSRZKzqGosCTT6q///gjHD/Ogw+qiap2DU7U6yn462JOnYa0qKncNKtrh4YrRHMiI0F/43Aya7rDpUvw3XfXtb3vv4e4k//Bw1UPAwYgxT2FSYWGqsedXg8//MBdd6llav75TzXv2marVlFzsYiDJcE4TBgpo2qFEEIIISyRJZYR0NfAmj8ChiZerF225lnLeC9CXIMka0XH6dsXRo9WkwLLluHnp85C/vXX8PrrauK2tXa9uJrzyYexcevChK8ewd7eeGELcbXb79Txg/sD6qjwzz6Dqqp2baewEH74Ts8tNd+rlQ9kVK3Qwh13qI/ff4+Nvor589Vj8/3327Gt2FhS3MewufsMHntcJ6VphBBCCCEsjaWWEchKajyitgEDFJ1W2wlh4SRZKzrWY4/B738PCxYAMG2aOuB2+3b1pf37W15dr4cP3tdT/e4HuLtD94UP4xzoboLAhbhs0CA40+8mzlR6Q14e7NnTru18/TXYUIPv4/eqFzNkGKLQwujRaq2Cs2fh3/8mMBBmz4b16yGpjeeyyRcjeanLKwx46Q4pfyCEEEKIzssSR6aCZZcRKD7bse20ZqnHkDAJmeVGdKzu3eHBB+ufKoqaJ4iJgcWL4fnn1cGFDzxAo9GyZWXwj3/Arl06ery6BN/c5TD9HtPGLwTqcXvLnfa8d/AvzP9HIP4De7Z5G+fOwU8/wdSpdjjdcy88fK8RIhWiFezt4Y9/VH+2b4fZsxk71padO+Htt6FLF/VawrUUFcE776gXM0aONHrUQghhvfQ16siv4rPQxR9ChoDORuuohBCtlf6jejv+lQlPtyCY+ApE3apdXNdyzTICilpGIOJm8/xM6uLfse20ZKnHkDAZSdYK49Hr4cwZ6NYNPz/4+9/VcraffAI7doCPj1oaoaxMfSwtBTs7+OtfIT4+CHhG63cgOrHRo2H58qF8swfmJrZ9/ZVf6PHRXWTKFBl+KMzAmDHwyiswYgTY2qKg3gSxaJF6EW3iRHjoIXBxaWb9ffvYveBnPOyn87vfdZPyB0II0V7yBV171pAst4b3YKnqRqZenfCsG5k69VPz/VtuSxmB0GEmC6vVQoaon5dFOTSdcFbU10OGmDqytrHkY0iYjCRrhXFkZ8PTT6sZ2G++AQcHFEUdVdu/P3z5pdqsWzc1OeDsrP4kdM/DP9ZP29iFQB2MeOut6gR5990H7rs3Qu/eEBx8zXVzcqDyo8/4e/XHOO38KwwfboKIhbiGq8pwuLqqydo1a+Cjj9SLaL/7HQwceLlNaanC9i2VuC54h67pu3nq7mo8PZ8zceBCCHEFS05SyRd07bWULI+YrF1cbSEJf+1Y+shUSy8joLNRj/MvHwAUGv471I4kmPj/zLPv61j6MSRMRpK1wjj8/dXhsmfPwooVDUojdO+u5nEbycpSi9yOGQMLF6rDbIXQ0KRJ8NVXsPOVDYxd/6x6XC9dCn4tX1BY/UYGt558B+/u1XDhgomiFaKVqqrg3/+Gfv1Qhgxh0iS44Qa1JMJLL6nXFgIDYc8ehUP7nXj06DMEFu+mi5893n+6X+vohRCdmSUnqeQLuvaulSy/+xPwHqRJaK0mCX9tWfrIVGsoIxB1q3qc//cZuJRzeblbkJqoNffj39KPoStZ8sXTOmb8HmSCMWEcDg4wd676+4cfqkO2WqLXq0Vtq6vVugiSqBVmwNUVxo2DlRn9qAnspg6Z/e1vW0zAZmWUE7H8eXw8q9GNHqUOJxfCnHzxhfq5/MILUFgIqGVp/vpXeOopdT691avB37OC122eZqJbEj3CHfBZvhglpLvGwQshOi1LnhQHZBZzrV0zWQ7KzwvMe4KfVrwH1jxr3u/B0ln6yNS6MgI0V89KAbeu5l9GIOpW+N0V+YX7voZ5B8w/UQuWfwzVSf8RFsfAJ5Phm5nq4+IY8/+/+Epm/h4kWSuMZ9IkdWaxkhI1cfvyy2pZhKvt3g333w9btoBOpxZSFMJM3HYbnNN78VrPJVT7+KsjwB97DC5darL9scfeoGvVCVx7+sKf/oQU9xRmZ9o06NEDzp9XP5cNtV9SFXXisOXL4bOPKvnD2T/QM2c7dl0c1ItpV9ZHEEIIU7KGJJW1fEG3VK1IlitFp7HP2WWykNpMEv7as/SRqXVlBIDGCVsLKSNQ58oYzWg05DVZ+jEEcHCVZV88BYu4ACzJWmE8Oh0sWQJ3360+/+YbNUmQU3u7Qk4OLFgAs2fD4cPqlOR/+QuEhmoXsxBX8fNTByDuyQlgod+/qOzipR6vTzyhjgKvVXM6l4MzFhG88xu8vUD34gvg7q5h5EI0w8EBXnwRbGxg/Xq1TM2bb0JyMlRWotOB8s/XIDkZg4MDhsWL1ToJQgihFWtIUlnDF3RL1sokuK4038iBXAdJ+GvPGkam1pURcA1ouNwtSMpomIKlH0P6GpSfn8WiL55ayAVgq0rWFhQUMGPGDNzd3XF3d2fGjBlcvHixxXUMBgMLFy4kKCgIJycnRo4cSVpaWoM2FRUV/P73v8fHxwcXFxduvfVWTp061aDN4cOHmTJlCj4+Pri5uTF06FA2btzY0W/R8jg7wx//CO++C0FBas1P/9qT0JdfhnXr1KTunXfCd9/BZAsp7C86lb594R//gFz77jzn/g6ltq6wfz+88QYAqamw8PkqbFd9i7s7dHn0PhmFKMxbVJR6wUFRID0dPv1UvashL099/eGHoVcviv72N4iP1zZWIazMkiVLCA0NxdHRkfj4eLZs2dJi+82bNxMfH4+joyM9e/bk3XffbdTmm2++ISoqCgcHB6Kiovjuu+/avN/WnBNrxhqSVJb+Bd3StTIJrnf2NXIg10ES/tqzlpGpllxGwNJZ+DFkn7MLxdIvnlrIBWCrmmBs+vTpnDp1ijVr1gAwe/ZsZsyYwapVq5pd59VXX+X111/n448/Jjw8nL/97W+MGzeOjIwMXF1dAZg3bx6rVq1ixYoVeHt789RTTzF58mRSUlKwsVH/iG6++WbCw8PZsGEDTk5OLF68mMmTJ3Ps2DECAgKa3X+nkZCgTjRWXKwmZ0G9lbyqCp58EsLDtY1PiGsIDoZ//hNeeimM50ve5IVzc7E9V8rbr6oVPCLCgvD43f34joiCsWO1DleIa5s+XT1Wd+1Sf7KyoGtX9bWAAAyffUb1uXPaxiiElVm5ciXz5s1jyZIlDB06lPfee49JkyaRnp5O9+6Na0JnZmZy0003MWvWLJYvX86vv/7K3Llz8fX15c477wQgOTmZadOm8dJLL3H77bfz3XffMXXqVLZu3cqgQYNavd/WnBNr5orkk8FgoLSqmXY6N7X8Vivp9XpKS0spKSlBpzPBGJbhL8C3s2qfXD2LuQGGL4SycuPHcZU290NlCVTWxl9SAs39e5gTnzhwCIBLuTQ9mkrB4BrIRfco7Ex1PLRVK94DroFquzb8HVzNJH8XFnAMNdsPIWNg8vuw9k9QnHt5uWsgjHtRff06+t9kKssv/xv4xDX52WPyz8i2MOEx1OH9YKHHkF6vp+z8KUoqm/r8uUpeFvgNMH5Q7ZGXdfnYuYKzHShXljDU+AKwYjAYWtHT5u/gwYNERUWxbdu2+hPTbdu2kZiYyKFDh+jTp0+jdQwGA0FBQcybN48//vGPgDqK1t/fn1deeYVHH32UwsJCfH19WbZsGdOmTQPgzJkzBAcHs3r1aiZMmMC5c+fw9fXll19+Ydgwdca+S5cu4ebmxvr16xkzZkyTMVdUVFBRUVH/vKioiODgYAoKCnBzc+vQ/rmSXq8nPz8fX19f8/vQNXPSd+1nLX1XWamW70zdkI+LrowSnxAeesjAqFHGK09rLX2nBem79pO+az/pu/Zrru+Kiorw9PSksLDQqOdIxjZo0CAGDBjAv/71r/plkZGR3Hbbbbz88suN2v/xj3/kxx9/5ODBg/XL5syZw759+0hOTgZg2rRpFBUV8d///re+zcSJE/H09OSLL75o1X5bc07cFJOdy+prUN7sC0U5lFbq6fJy03XjhRBCCCHao3iBKy72l7/Q6x9YBT1ubNSuvef5bT2XtZqRtcnJybi7u9cnagEGDx6Mu7s7SUlJTSZrMzMzyc3NZfz48fXLHBwcGDFiBElJSTz66KOkpKRQVVXVoE1QUBAxMTEkJSUxYcIEvL29iYyM5NNPP2XAgAE4ODjw3nvv4e/vT3wLt4++/PLLvPDCC42W5+fnU15uvKvqer2ewsJCDAaDfIlsI+m79rOmvnvwQfjR05GKCgcmTz6LszPkG7HEmTX1nalJ37Wf9F37Sd+1X3N9d6mZSR0tSWVlJSkpKTz77LMNlo8fP56kpKZvtUtOTm5wDgowYcIEli5dSlVVFXZ2diQnJ/Pkk082arN48eJW77c158RNMeW5rMPgBXisfRxDs2UEhBBCCCGujwEFvYs/+Y69LpeIu0J7z/Pbei5rNcna3Nxc/Pz8Gi338/MjNze3iTWoX+7v37Cuj7+/P1lZWfVt7O3t8fT0bNSmbn1FUVi3bh1TpkzB1dUVnU6Hv78/a9aswcPDo9mYFyxYwPz58+uf141G8PX1NfrIWkVRZMRPO0jftZ+19d2sursYMf4IL2vrO1OSvms/6bv2k75rv+b6ztHRUcOoOsa5c+eoqalp8ryzpXPVptpXV1dz7tw5AgMDm21Tt83W7Lc158RNMem5rN/9GNzdcV7zR4oXXL4x0OAahGHsCxBxU5s3qdfrOXfuHD4+Pp36b7XT9YO+Bk5uV29x7eIPwYNAZ2NZ/dDMe+iQTVtSPxiR9IP0QR3pB1VdP/ie34Hu+zkAKFeUZKm7mGq4/f12/Z9sUodWo3w3G7j8HpztLr8H5aZX8QsIbHLV9p7nt/Vc1uyTtQsXLmzyiv2Vdu7cCVxVX6KWwWBocvmVrn69Netc2cZgMDB37lz8/PzYsmULTk5OfPDBB0yePJmdO3cSGNj0P7KDgwMODg6Nlut0OqN/CCiKYpL9WCPpu/aTvms/6bv2k75rP+m79pO+a7+m+s6a+rGt551Ntb96eWu22VFtrmTyc9noKRA5GZespMtJqpAh7U5S6fV6ysrK6gdbdFadsh/cJzRaZHH90MR76AgW1w9GIv0gfVBH+kFV1w9dQqeh6+ICa/7YcKIut67q5GiWMFHdDdPAxamJ9xAEE/8fyjXeQ3vO89t67Jh9svaxxx7jnnvuabFNjx492L9/P2fPNi4AnJ+f32iUQJ26ib9yc3MbJFTz8vLq1wkICKCyspKCgoIGo2vz8vIYMkSdrXXDhg385z//aVCfa8mSJaxbt45PPvmk0W1nQgghhBCic/Hx8cHGxqbRKNorzzuvFhAQ0GR7W1tbvL29W2xTt83W7Lc158RmQ2cDocO0jkIIIYTovKJuhYiboYMunmrCzN+D2V8W8PHxISIiosUfR0dHEhMTKSwsZMeOHfXrbt++ncLCwvqk6tVCQ0MJCAhg3bp19csqKyvZvHlz/Trx8fHY2dk1aJOTk0Nqamp9m9LSUqBxplyn06HX6zumI4QQQgghhMWyt7cnPj6+wTklwLp165o9V01MTGzUfu3atSQkJGBnZ9dim7pttma/rTknFkIIIYSoV3fxNPYu9dFMkpxtYsbvwexH1rZWZGQkEydOZNasWbz33nsAzJ49m8mTJzeYXCwiIoKXX36Z22+/HUVRmDdvHosWLSIsLIywsDAWLVqEs7Mz06dPB8Dd3Z2ZM2fy1FNP4e3tjZeXF08//TSxsbGMHTsWUE+SPT09efDBB/nLX/6Ck5MT//73v8nMzOTmm282fWcIIYQQQgizM3/+fGbMmEFCQgKJiYm8//77ZGdnM2eOWvttwYIFnD59mk8//RSAOXPm8PbbbzN//nxmzZpFcnIyS5cu5Ysvvqjf5hNPPMHw4cN55ZVXmDJlCj/88APr169n69atrd5va86JhRBCCCGEaVhNshbgs88+4/HHH6+fyfbWW2/l7bffbtAmIyODwsLC+ufPPPMMZWVlzJ07l4KCAgYNGsTatWtxdXWtb/PGG29ga2vL1KlTKSsrY8yYMXz88cfY2KhZdx8fH9asWcPzzz/P6NGjqaqqIjo6mh9++IG4uDgTvHMhhBBCCGHupk2bxvnz53nxxRfJyckhJiaG1atXExISAqh3b2VnZ9e3Dw0NZfXq1Tz55JO88847BAUF8eabb3LnnXfWtxkyZAgrVqzgT3/6E3/+85/p1asXK1euZNCgQa3eL7TunFgIIYQQQhifYqibpUBorqioCHd3dwoLCzt+Bt0r6PV68vLy8PPz69QFsttD+q79pO/aT/qu/aTv2k/6rv2k79qvub4z1TmSuD6W9u8kf6sq6QeV9INK+kEl/SB9UEf6QSX9oGpvP7T1HKnz9rAQQgghhBBCCCGEEEKYEUnWCiGEEEIIIYQQQgghhBmwqpq1lq6uIkVRUZFR96PX67l06RKOjo6devh6e0jftZ/0XftJ37Wf9F37Sd+1n/Rd+zXXd3XnRlK9y7yZ6ly2o8jfqkr6QSX9oJJ+UEk/SB/UkX5QST+o2tsPbT2XlWStGbl06RIAwcHBGkcihBBCCGF+Ll26hLu7u9ZhiGbIuawQQgghRPNaey4rE4yZEb1ez5kzZ3B1dUVRFKPtp6ioiODgYE6ePGkRkz+YE+m79pO+az/pu/b7/+zdeVxU9f7H8dewDaDgCoIb7hu4QhnuLVpWpm3arSzL6nrN0rxtWlZmaVa3S91S82aavza7ma1WaqVpkuaCC+65K4g7KDtzfn8cmUQWARnOAO/n4zEPmHO+c85nPg7jdz7zPd+vcld6yl3pKXelV1juDMMgJSWF+vXrV+nRHO6uvPqyZUV/qyblwaQ8mJQHk/KgHORSHkzKg6m0eShpX1Yja92Ih4cHDRs2LLfzBQYGVuk/skuh3JWecld6yl3pKXelp9yVnnJXegXlTiNq3V9592XLiv5WTcqDSXkwKQ8m5UE5yKU8mJQHU2nyUJK+rIYmiIiIiIiIiIiIiLgBFWtFRERERERERERE3ICKtVWQ3W7n+eefx263Wx1KhaPclZ5yV3rKXekpd6Wn3JWecld6yp2UJ73eTMqDSXkwKQ8m5UE5yKU8mJQHU3nlQQuMiYiIiIiIiIiIiLgBjawVERERERERERERcQMq1oqIiIiIiIiIiIi4ARVrRURERERERERERNyAirUiIiIiIiIiIiIibkDFWhERERERERERERE3oGJtFTRt2jSaNm2Kr68vkZGRLF++3OqQ3M6vv/7KgAEDqF+/PjabjS+//DLPfsMweOGFF6hfvz5+fn706dOH+Ph4a4J1I1OmTOGyyy4jICCA4OBgBg0axPbt2/O0Ue4KNn36dDp06EBgYCCBgYFER0fz/fffO/crb8U3ZcoUbDYbY8aMcW5T/gr2wgsvYLPZ8txCQkKc+5W3oh06dIi7776bOnXq4O/vT6dOnVi7dq1zv/JXsCZNmuR73dlsNh5++GFAeZPSK2kfd9myZURGRuLr60uzZs2YMWNGnv3//e9/6dmzJ7Vq1aJWrVpcc801rF692pVPoUyUdR7O9+mnn2Kz2Rg0aFAZR132XJGHU6dO8fDDDxMaGoqvry9t27Zl4cKFrnoKZcIVeYiJiaF169b4+fnRqFEjHnvsMdLT0131FMpESfKQkJDAnXfeSevWrfHw8MjTpzzf/PnzadeuHXa7nXbt2rFgwQIXRV92yjoPVeF9srivh1yV9X2yuHmo7O+Txc3DJb9PGlKlfPrpp4a3t7fx3//+19iyZYsxevRoo1q1asa+ffusDs2tLFy40HjmmWeM+fPnG4CxYMGCPPtfeeUVIyAgwJg/f76xadMmY8iQIUZoaKiRnJxsTcBu4tprrzVmz55tbN682YiLizNuuOEGo3HjxsaZM2ecbZS7gn399dfGd999Z2zfvt3Yvn27MX78eMPb29vYvHmzYRjKW3GtXr3aaNKkidGhQwdj9OjRzu3KX8Gef/55Izw83EhISHDekpKSnPuVt8KdOHHCCAsLM4YNG2asWrXK2LNnj7FkyRJj165dzjbKX8GSkpLyvOYWL15sAMYvv/xiGIbyJqVT0j7u7t27DX9/f2P06NHGli1bjP/+97+Gt7e38fnnnzvb3HnnncY777xjrF+/3ti6datx3333GTVq1DAOHjxYXk+rxFyRh1x79+41GjRoYPTs2dMYOHCgi5/JpXFFHjIyMoyoqCjj+uuvN1asWGHs3bvXWL58uREXF1deT6vEXJGHDz/80LDb7cZHH31k7Nmzx/jxxx+N0NBQY8yYMeX1tEqspHnYs2eP8eijjxoffPCB0alTpzx9ylwrV640PD09jcmTJxtbt241Jk+ebHh5eRm///67i59N6bkiD1XhfbI4echVmd8ni5OHqvA+WZw8lMX7pIq1Vczll19ujBgxIs+2Nm3aGE8//bRFEbm/C4u1DofDCAkJMV555RXntvT0dKNGjRrGjBkzLIjQfSUlJRmAsWzZMsMwlLuSqlWrlvHee+8pb8WUkpJitGzZ0li8eLHRu3dv53+cyl/hnn/+eaNjx44F7lPeivbUU08ZPXr0KHS/8ld8o0ePNpo3b244HA7lTUqtpH3cJ5980mjTpk2ebX//+9+NK664otBzZGdnGwEBAcYHH3xw6QG7iKvykJ2dbXTv3t147733jHvvvdftixCuyMP06dONZs2aGZmZmWUfsIu4Ig8PP/ywcdVVV+VpM3bs2CL/T7TapXwGPr9Peb7Bgwcb1113XZ5t1157rXHHHXdcUqyu5Io8XKgyvk+er6g8VPb3yfMVloeq8D55vsLyUBbvk5oGoQrJzMxk7dq19OvXL8/2fv36sXLlSouiqnj27NlDYmJinjza7XZ69+6tPF7g9OnTANSuXRtQ7oorJyeHTz/9lLNnzxIdHa28FdPDDz/MDTfcwDXXXJNnu/JXtJ07d1K/fn2aNm3KHXfcwe7duwHl7WK+/vproqKiuP322wkODqZz587897//de5X/oonMzOTDz/8kPvvvx+bzaa8SamUpo8bGxubr/21117LmjVryMrKKvAxqampZGVlOfs17saVeXjxxRcJCgpi+PDhZR94GXNVHr7++muio6N5+OGHqVevHhEREUyePJmcnBzXPJFL5Ko89OjRg7Vr1zovdd+9ezcLFy7khhtucMGzuHSu+gxcWK7c9f+q8qoFVMb3yeKq7O+TxVEV3ieLoyzeJ71KfXapcI4dO0ZOTg716tXLs71evXokJiZaFFXFk5urgvK4b98+K0JyS4ZhMHbsWHr06EFERASg3F3Mpk2biI6OJj09nerVq7NgwQLatWvn/I9CeSvcp59+yrp16/jjjz/y7dPrrnBdu3Zl7ty5tGrViiNHjvDSSy/RrVs34uPjlbeL2L17N9OnT2fs2LGMHz+e1atX8+ijj2K327nnnnuUv2L68ssvOXXqFMOGDQP09yqlU5o+bmJiYoHts7OzOXbsGKGhofke8/TTT9OgQYN8Xwq6C1fl4bfffmPWrFnExcW5KvQy5ao87N69m59//pm77rqLhQsXsnPnTh5++GGys7N57rnnXPZ8SstVebjjjjs4evQoPXr0wDAMsrOz+cc//sHTTz/tsudyKVz1GbiwXLnr5+ryqgVUxvfJ4qgK75PFURXeJ4ujLN4nVaytgmw2W577hmHk2yYXpzwWbdSoUWzcuJEVK1bk26fcFax169bExcVx6tQp5s+fz7333suyZcuc+5W3gh04cIDRo0ezaNEifH19C22n/OXXv39/5+/t27cnOjqa5s2b88EHH3DFFVcAylthHA4HUVFRTJ48GYDOnTsTHx/P9OnTueeee5ztlL+izZo1i/79+1O/fv0825U3KY2Svm4Kal/QdoBXX32VTz75hKVLlxb5f407KMs8pKSkcPfdd/Pf//6XunXrln2wLlTWrweHw0FwcDAzZ87E09OTyMhIDh8+zGuvveaWRYhcZZ2HpUuX8vLLLzNt2jS6du3Krl27GD16NKGhoUyYMKGMoy87rvh/pSL+X+XKmCvz+2RRqtL75MVUlffJiymL90kVa6uQunXr4unpme8bgqSkpHzfJEjhcldKT0xMzDPqQnn8yyOPPMLXX3/Nr7/+SsOGDZ3blbui+fj40KJFCwCioqL4448/ePPNN3nqqacA5a0wa9euJSkpicjISOe2nJwcfv31V95++222b98OKH/FUa1aNdq3b8/OnTudK9gqbwULDQ2lXbt2eba1bduW+fPnA3q/K459+/axZMkSvvjiC+c25U1KozR93JCQkALbe3l5UadOnTzbX3/9dSZPnsySJUvo0KFD2QZfhlyRh/j4ePbu3cuAAQOc+x0OBwBeXl5s376d5s2bl/EzuTSuej2Ehobi7e2Np6ens03btm1JTEwkMzMTHx+fMn4ml8ZVeZgwYQJDhw7lgQceAMwve8+ePctDDz3EM888g4eHe8206KrPwIXlyl3/r3J1LaAyv09ezJ9//lkl3ieLoyq8TxZHWbxPutc7qbiUj48PkZGRLF68OM/2xYsX061bN4uiqniaNm1KSEhInjxmZmaybNmyKp9HwzAYNWoUX3zxBT///DNNmzbNs1+5KxnDMMjIyFDeLuLqq69m06ZNxMXFOW9RUVHcddddxMXF0axZM+WvmDIyMti6dSuhoaF63V1E9+7dnV8E5NqxYwdhYWGA3u+KY/bs2QQHB+eZv0t5k9IoTR83Ojo6X/tFixYRFRWFt7e3c9trr73GpEmT+OGHH4iKiir74MuQK/LQpk2bfP/H3nTTTVx55ZXExcXRqFEjlz2f0nLV66F79+7s2rXLWYQB830/NDTU7QoQ4Lo8pKam5is0eHp6YpiLl5fhMygbrvoMXFiu3PX/KlfWAir7++TFVJX3yeKoCu+TxVEm75PFXopMKoVPP/3U8Pb2NmbNmmVs2bLFGDNmjFGtWjVj7969VofmVlJSUoz169cb69evNwDjjTfeMNavX2/s27fPMAzDeOWVV4waNWoYX3zxhbFp0ybjb3/7mxEaGmokJydbHLm1/vGPfxg1atQwli5daiQkJDhvqampzjbKXcHGjRtn/Prrr8aePXuMjRs3GuPHjzc8PDyMRYsWGYahvJXUhStzKn8F++c//2ksXbrU2L17t/H7778bN954oxEQEOD8P0F5K9zq1asNLy8v4+WXXzZ27txpfPTRR4a/v7/x4YcfOtsof4XLyckxGjdubDz11FP59ilvUhoX6+M+/fTTxtChQ53td+/ebfj7+xuPPfaYsWXLFmPWrFmGt7e38fnnnzvbTJ061fDx8TE+//zzPP2alJSUcn9+xeWKPFyoIqxy7oo87N+/36hevboxatQoY/v27ca3335rBAcHGy+99FK5P7/ickUenn/+eSMgIMD45JNPjN27dxuLFi0ymjdvbgwePLjcn19xlTQPhmE4PwtGRkYad955p7F+/XojPj7euf+3334zPD09jVdeecXYunWr8corrxheXl7G77//Xq7PrSRckYeq8D5pGBfPw4Uq4/ukYVw8D1XhfdIwLp6HsnifVLG2CnrnnXeMsLAww8fHx+jSpYuxbNkyq0NyO7/88osB5Lvde++9hmEYhsPhMJ5//nkjJCTEsNvtRq9evYxNmzZZG7QbKChngDF79mxnG+WuYPfff7/z7zIoKMi4+uqrnYVaw1DeSurCYq3yV7AhQ4YYoaGhhre3t1G/fn3jlltuydPRUN6K9s033xgRERGG3W432rRpY8ycOTPPfuWvcD/++KMBGNu3b8+3T3mT0iqqj3vvvfcavXv3ztN+6dKlRufOnQ0fHx+jSZMmxvTp0/PsDwsLK7Bf8/zzz5fDsym9ss7DhSpCEcIwXJOHlStXGl27djXsdrvRrFkz4+WXXzays7Nd/VQuSVnnISsry3jhhReM5s2bG76+vkajRo2MkSNHGidPniyHZ1N6Jc1DQX/7YWFhedr873//M1q3bm14e3sbbdq0MebPn18Oz+TSlHUeqsr7ZHFeD+errO+TxclDVXifvFgeyuJ90nbuRCIiIiIiIiIiIiJiIc1ZKyIiIiIiIiIiIuIGVKwVERERERERERERcQMq1oqIiIiIiIiIiIi4ARVrRURERERERERERNyAirUiIiIiIiIiIiIibkDFWhERERERERERERE3oGKtiIiIiIiIiIiIiBtQsVZERERERERERETEDahYKyIixZKZmUmLFi347bffLto2IyODxo0bs3bt2nKITERERETkLyXpt5bEt99+S+fOnXE4HGV6XBGR89kMwzCsDkJERMrGypUrGTlyZIH7rrvuOl555RWuueYajh07VmCb1atX4+PjU+C+t99+mwULFvDTTz8VK5a33nqLr7/+miVLlhQveBERERGpMsq732qz2ViwYAGDBg3K03bYsGGcOnWKL7/8slhxd+nShbFjx3L33XcXq72ISEl5WR2AiIiUneTkZAYNGsQLL7yQZ/vevXt5+umnAThz5gxxcXH5HtunT58iRwn85z//yXfcotx111088cQTbN26lbZt2xb7cSIiIiJS+blTv7Uk7rvvPv7zn/+oWCsiLqNpEERE5KLWrVvHrl27uOGGG5zbMjMzGTVqFKGhofj6+tKkSROmTJni3F+nTh26devGJ598YkXIIiIiIlIFFdRvLa69e/dis9ny3fr06eNsc9NNN7F69Wp2795dhlGLiPxFI2tFROSifv31V1q1akVgYKBzW+40B5999hmNGzfmwIEDHDhwIM/jLr/8cpYvX17e4YqIiIhIFVVQv7W4GjVqREJCgvN+YmIi11xzDb169XJuCwsLIzg4mOXLl9OsWbMyiVlE5Hwq1oqIyEXt3buX+vXr59m2f/9+WrZsSY8ePbDZbISFheV7XIMGDdi7d285RSkiIiIiVV1B/dZcf/vb3/D09MyzLSMjwzkK19PTk5CQEADS09MZNGgQ0dHR+aZUUB9XRFxJxVoREbmotLQ0fH1982wbNmwYffv2pXXr1lx33XXceOON9OvXL08bPz8/UlNTyzNUEREREanCCuq35vr3v//NNddck2fbU089RU5OTr62w4cPJyUlhcWLF+PhkXcGSfVxRcSVNGetiIhcVN26dTl58mSebV26dGHPnj1MmjSJtLQ0Bg8ezG233ZanzYkTJwgKCirPUEVERESkCiuo35orJCSEFi1a5LkFBATka/fSSy/xww8/8PXXXxe4X31cEXElFWtFROSiOnfuzLZt2zAMI8/2wMBAhgwZwn//+1/mzZvH/PnzOXHihHP/5s2b6dy5c3mHKyIiIiJVVGH91uKaP38+L774Ip999hnNmzfPtz89PZ0///xTfVwRcRkVa0VE5KKuvPJKzp49S3x8vHPbv//9bz799FO2bdvGjh07+N///kdISAg1a9Z0tlm+fHm+qRFERERERFyloH5rcW3evJl77rmHp556ivDwcBITE0lMTMwzGOH333/HbrcTHR1dlmGLiDipWCsiIhdVp04dbrnlFj766CPnturVqzN16lSioqK47LLL2Lt3LwsXLnTO6RUbG8vp06fzTY0gIiIiIuIqBfVbi2vNmjWkpqby0ksvERoa6rzdcsstzjaffPIJd911F/7+/mUZtoiIkxYYExGRYhk/fjzXXHMN48ePJyAggAcffJAHH3yw0PZvvPEGTzzxBH5+fuUYpYiIiIhUdRf2W4FCp0WYM2eO8/dhw4YxbNiwQo979OhRPv/8c9asWVOW4YqI5KGRtSIiUizt27fn1VdfZe/evRdtm5GRQceOHXnsscdcH5iIiIiIyHlK0m8tiT179jBt2jSaNm1apscVETmfzSjtrNsiIuJ2YmNjeeSRRwrcd+211/Lyyy9z3XXXcezYsQLbrFy5Eh8fH1eGKCIiIiKifquISCFUrBURERERERERERFxA5oGQURERERERERERMQNqFgrIiIiIiIiIiIi4gZUrBURERERERERERFxAyrWioiIiIiIiIiIiLgBFWtFRERERERERERE3ICKtSIiIiIiIiIiIiJuQMVaERERERERERERETegYq2IiIiIiIiIiIiIG1CxVkRERERERERERMQNqFgrIiIiIiIiIiIi4gZUrBURERERERERERFxAyrWioiIiIiIiIiIiLgBFWtFRERERERERERE3ICKtSIiIiIiIiIiIiJuQMVaERERERERERERETegYq2IiIVSU1N54YUXWLp0ab59c+bMwWazsXfvXpfG8MADDxAREUHNmjXx8/OjVatWPPHEExw7dqxMzzNhwgRq1qxZ6K1v376WthMRERER11CfV31UESk+FWtFRCyUmprKxIkTC+y43nDDDcTGxhIaGurSGM6ePctDDz3Exx9/zHfffccDDzzAzJkz6d27N5mZmWV2nrS0NF5//XVOnTqV77ZmzRpSUlIsbSciIiIirqE+r/qoIlJ8XlYHICIiBQsKCiIoKMjl5/nkk0/y3L/qqqsICAhg5MiRrFixgquuusrlMYiIiIhI1aQ+r4hIXhpZKyJSQrt27eK+++6jZcuW+Pv706BBAwYMGMCmTZvytT116hT//Oc/adasGXa7neDgYK6//nq2bdvG3r17nR3TiRMnYrPZsNlsDBs2DCj8krD333+fjh074uvrS+3atbn55pvZunVrnjbDhg2jevXq7Nq1i+uvv57q1avTqFEj/vnPf5KRkXHR55gbl5eXvtMTERERqYrU5xURsYaKtSIiJXT48GHq1KnDK6+8wg8//MA777yDl5cXXbt2Zfv27c52KSkp9OjRg3fffZf77ruPb775hhkzZtCqVSsSEhIIDQ3lhx9+AGD48OHExsYSGxvLhAkTCj33lClTGD58OOHh4XzxxRe8+eabbNy4kejoaHbu3JmnbVZWFjfddBNXX301X331Fffffz///ve/mTp1aoHHzs7O5uzZs/z2229MmDCBHj160L179zLImIiIiIhUNOrziohYQ18fiYiUUK9evejVq5fzfk5ODjfccAPh4eG8++67vPHGGwDExMQQHx/P4sWLueaaa5ztb7nlFufvkZGRADRs2JArrriiyPOeOnWKSZMmcf311/Pxxx87t/fp04eWLVvywgsv8NFHHzm3Z2ZmMnHiRG6//XYArr76atasWcPHH3/Mc889l+fYv//+O9HR0c77119/PZ9++imenp7FzouIiIiIVB7q84qIWEMja0VESig7O5vJkyfTrl07fHx88PLywsfHh507d+a5NOv777+nVatWeTqtlyI2Npa0tDTnJWO5GjVqxFVXXcVPP/2UZ7vNZmPAgAF5tnXo0IF9+/blO3b79u35448/WLZsGW+++Sbr16+nb9++pKamFhlTTk4O2dnZzpvD4SjdkxMRERERt6I+71/U5xWR8qRirYhICY0dO5YJEyYwaNAgvvnmG1atWsUff/xBx44dSUtLc7Y7evQoDRs2LLPzHj9+HKDAlXLr16/v3J/L398fX1/fPNvsdjvp6en5Hl+tWjWioqLo1asXjz76KAsWLGDVqlW8++67RcbUvHlzvL29nbcXX3yxpE9LRERERNyQ+rx/UZ9XRMqTpkEQESmhDz/8kHvuuYfJkyfn2X7s2DFq1qzpvB8UFMTBgwfL7Lx16tQBICEhId++w4cPU7du3TI7V1RUFB4eHuzYsaPIdt98802exRvq169fZjGIiIiIiHXU5/2L+rwiUp40slZEpIRsNht2uz3Ptu+++45Dhw7l2da/f3927NjBzz//XOixco9z/uiEwkRHR+Pn58eHH36YZ/vBgwf5+eefufrqq4v7FC5q2bJlOBwOWrRoUWS79u3bExUV5byp4yoiIiJSOajP+xf1eUWkPGlkrYhICd14443MmTOHNm3a0KFDB9auXctrr72W7/KvMWPGMG/ePAYOHMjTTz/N5ZdfTlpaGsuWLePGG2/kyiuvJCAggLCwML766iuuvvpqateuTd26dWnSpEm+89asWZMJEyYwfvx47rnnHv72t79x/PhxJk6ciK+vL88//3yJn8u3337Lf//7X2666SbCwsLIyspizZo1xMTE0KJFCx544IHSpklEREREKjD1eUVErKFirYhICb355pt4e3szZcoUzpw5Q5cuXfjiiy949tln87QLCAhgxYoVvPDCC8ycOZOJEydSq1YtLrvsMh566CFnu1mzZvHEE09w0003kZGRwb333sucOXMKPPe4ceMIDg7mrbfeYt68efj5+dGnTx8mT55My5YtS/xcWrRogY+PD5MmTeLIkSMANGnShOHDh/P0009To0aNEh9TRERERCo+9XlFRKxhMwzDsDoIERGp/B5//HHatGlT4MiFXbt2cffdd/P7779b1k5ERERE5FKpjyoil0pz1oqIiIiIiIiIiIi4ARVrRUSkXNjtdv75z39Ss2bNfLeoqCj8/f0tbSciIiIicqnURxWRS6VpEERERERERERERETcgEbWioiIiIiIiIiIiLgBL6sDkL84HA4OHz5MQEAANpvN6nBERERE3IJhGKSkpFC/fn08PDTWwF2pLysiIiKSX0n7sirWupHDhw/TqFEjq8MQERERcUsHDhygYcOGVochhVBfVkRERKRwxe3LqljrRgICAgDzHy8wMNBl53E4HBw9epSgoCCNTikh5a70lLvSU+5KT7krPeWu9JS70issd8nJyTRq1MjZVxL3VF592bKiv1WT8mBSHkzKg0l5UA5yKQ8m5cFU2jyUtC+rYq0byb1cLDAw0OXF2vT0dAIDA6v0H1lpKHelp9yVnnJXespd6Sl3pafcld7FcqdL691befVly4r+Vk3Kg0l5MCkPJuVBOcilPJiUB9Ol5qG4fdmqm2ERERERERERERERN6JirYiIiIiIiIiIiIgbULFWRERERERERERExA1ozloRERGRYsjJySErK+ui7RwOB1lZWaSnp1fpOb1KysfHx+oQRKQYchw5rEtax9HUowT5B9EluAueHp5WhyUiIlJpqFgrIiIiUgTDMEhMTOTUqVPFbu9wOEhJSdGCWCXg4eFBWFiY1WGISBGW7FvCK6tf4UjqEee2ev71ePryp7km7BoLIxMREak8VKwVERERKUJuoTY4OBh/f/+LFmANwyA7OxsvLy8Va4vJ4XBw+PBhEhMTsdvtVocjIgVYsm8JY5eOxcDIsz0pNYmxS8fyRp83VLAVEREpAyrWioiIiBQiJyfHWaitU6dOsR6jYm3pBAUFcejQIby9va0ORUQukOPI4ZXVr+Qr1AIYGNiwMXX1VK5sdKWmRBAREblEmkhNREREpBC5c9T6+/uXy/kMA9LSwOEol9O5ldw5ax1V8cmLuLl1SevyTH1wIQODxNRE1iWtK8eoREREKieNrBURERG5iPIYIWsYcOKEefP0hNq1oUYNqCqDczUKWcR9HU09WnQDw6D+sUz4biGc+hW2boUtW+DwYfj2W4iIKJ9ARUREKgEVa0VEREQsdn6htnZtyM6Go0fh9GmoUweqVas6RVsRcT9B/kFF7p888yADYk8DL4DdDm3bmgXaW26B5s3LJUYREZHKQtMgiIiIiFjo/EJt3bpmcbZePWjcGLy9ISEBDh6EjAyrIxWRqqpLcBfq+dfDRsHfGs3pH0RKNS8MLy/zzSo+3vzGqXp1OHmynKMVERGp2DSyVkRERMQiFxZqa9X6a5/dDvXrQ2qqWfNISICwsOKNsF25ciUjR44scN91113HmjVrOHbsWIH7V69ezYwZM3j//fcL3P/ss88SFRXFoEGDCtzfoUMH5s6de/EgRaTC8PTw5OnLn2bs0rH59tmwsbOxH3FL5tLz3hfg1Cl44AH4/XcYNQr+8Q/o2hUGDTJvbdqUc/QiIiIVi4q1IiIiIhYoqlB7Pn9/CAmB/fshJQUCAy9+7OTkZAYNGsQLL7yQZ/vevXt5+umnOXPmDHFxcfke16dPHxwOB4cPHyYmJoY+ffrk2T9nzhyOHTtGeno6nTp1Ys6cOfmOccUVV1w8QBGpcK4Ju4Y3+rzBlNVTSEpNcm6v51+Ppy5/ip5h18CvV8E118B//wuLF0OjRvDdd/DllzBpEowbB61b/1W4vfxy8NDFniIiIufT/4wiIiIiFkhJuXihNpfdbl5NfOKEWeQVEbHCNWHX8OVNXzrvT7t6Gj/c+gPXhF1jbqhXD375xSzSjhtnTsI9dCjMnw/HjsHXX0P37vD++xAdDQ0awIgR8MMPmutFRETkHI2sFRERESlnhmFO41i9+sULtblq1y7Z6FoREVfw9PB0/h5ZLzLPfcD8Bio2Fs6ezbvdzw8GDDBvOTlmmy+/hAUL4N13ISAArr/eHHHbvz/UqOHy5yIiIuKOVKwVERERKaGMDHPRr4IYBmRng5dX4fPLpqdDYqI5CC01tfjn9fIyi7wBAcWbu1ZExBI+PuatMJ6e0KOHeXvtNdi82Szcfvkl/O1v5uqKV11lFm5vusmcwFtERKSKULFWREREpIQOHoQxYwrf73B4FjkNY0YGOBzmQLOSmDrVrGFodK2IVBo2G7Rvb94mTDAvIfjqK7NwqwXKRESkClKxVkRERKSEGjaEmJiC95kja3Pw8vIqcPRrdrZZ7K1du+QF14YN4fhxja4VkUqscWN45BHzduKEFigTEZEqR8VaERGp+DIyzPnu7r7brIABZGaa14yLuIDdDs2bF7zvYtMgnDhhXgHctKn5s6Rq14YDB+DMGbNgKyJSaeUuUDZ0KKSlwZIlZuF21izzUoOQEHOahEGDzGkT7HarIxYREblk+hpSREQqtn37YNgwmDsXXnjBrJQZBjz1FLannsLj2DGrIxRxMgxITjaLrKUp1AL4+kK1ambR1zDKNj5xvWnTptG0aVN8fX2JjIxk+fLlRbZftmwZkZGR+Pr60qxZM2bMmJGvzfz582nXrh12u5127dqxYMGCPPunTJnCZZddRkBAAMHBwQwaNIjt27fnaTNs2DBsNlue2xVXXHHpT1ikrOQuUDZrljnp96+/wp13mgXc66+HoCC44w749FM4fdrqaEVEREpNxVoREam4fvjBHE27c6c5+ubuu82hjHv2wG+/wS+/UPOBB+Czz8wJQkUslpoKWVnFWOT8Iq/X2rXNweNnzpRdbOJ68+bNY8yYMTzzzDOsX7+enj170r9/f/bv319g+z179nD99dfTs2dP1q9fz/jx43n00UeZP3++s01sbCxDhgxh6NChbNiwgaFDhzJ48GBWrVrlbLNs2TIefvhhfv/9dxYvXkx2djb9+vXj7Nmzec533XXXkZCQ4LwtXLjQNYkQuVSentCzJ/zrX7BrF2zcCE88YfYH/vY3s3B73XUwYwYcPmx1tCIiIiWiYq2IiFQ8DgdMngzPPmteFhkZCR9/bM5dB9CsGXz0EYSHY0tLw/b66+YHNhGLnT5tjoz19S2iUWamWXw4frzQobMaXVsxvfHGGwwfPpwHHniAtm3bEhMTQ6NGjZg+fXqB7WfMmEHjxo2JiYmhbdu2PPDAA9x///28/vrrzjYxMTH07duXcePG0aZNG8aNG8fVV19NzHmTKv/www8MGzaM8PBwOnbsyOzZs9m/fz9r167Ncz673U5ISIjzVjt3WhkRd5a7QNmECbB2rXnFzb/+ZX4zNmoUNGgAV1wBr7wC27ZZHa2IiMhFaTI/ERGpeL79Fr74wvyA9sAD8OCD+RcYadkSY9Yszk6bRo25c83i7eDBULeuNTFLlZeVBWfPQr16hez09jZ/P3XKnPT2yBHz95AQszJ7gZo14dAhc8rmIou/4hYyMzNZu3YtTz/9dJ7t/fr1Y+XKlQU+JjY2ln79+uXZdu211zJr1iyysrLw9vYmNjaWxx57LF+bmMJWwANOn7tE/MJi7NKlSwkODqZmzZr07t2bl19+meDg4EKPk5GRQUZGhvN+cnIyAA6HA0cFuJrB4XBgGEaFiNWVSpqH89u55b91w4bw8MPm7dwCZbavvoJJk7CNG4fRujUMHIgxcGCeBcr0ejApDyblQTnIpTyYlAdTafNQ0vYq1oqISMViGOZ8dGB+EBs2rPC2Hh6k3347Ndatg82bYfZs8zJJEQucPm3WBKpXP2+jw2HOvZicbI4I9/ExL9/18YGkJLMSu28fBAaaVd7cgi7m9I2enuZUCBcWa2vUqMG3337Lt99+my+Oa6+9llOnThEVFVVgnB4eHjRs2JDHH3+8wP3jx4/Hz8+PzZs3F3iM9u3bXzwZVdCxY8fIycmh3gXV+nr16pGYmFjgYxITEwtsn52dzbFjxwgNDS20TWHHNAyDsWPH0qNHDyIiIpzb+/fvz+23305YWBh79uxhwoQJXHXVVaxduxZ7IYs2TZkyhYkTJ+bbfvToUdLT0wt8jDtxOBycPn0awzDwuPALvyqkpHlIy05z/n706FH8vPxcGd6lu/Za85aWhn35cuw//IDve+/h8eqr5AQHk3HttaRfdx3p0dGcTk/X60F/F4DyAMpBLuXBpDyYSpuHlJSUEp1HxVoREalYbDZ4+21zHtrBg4vV3hgxAtuoUbBoETzyiIYhSrlzOMx6bGDgeYPAMzLg4EHzJ5jDbn18zNd4zZrmKmRHj8LJk+aDU1OheXPnymQ2mzng9uxZqFPHvJ8rOjqaNWvWlDreUaNGMWrUqCLbXMrxqzLb+f9QmMXTC7ddrP2F20tyzFGjRrFx40ZWrFiRZ/uQIUOcv0dERBAVFUVYWBjfffcdt9xyS4HHGjduHGPHjnXeT05OplGjRgQFBREYGFjoc3IXDocDm81GUFBQlf/gWZI8pGalOn8PCgrC39vfleGVrbAwc377nBwcK1fi8dVX+H31Ff7/938YAQHUuvJKfAYPxnb99cWYXLxy0t+FSXlQDnIpDyblwVTaPPiW8POnirUiIlLx1K4NI0YUv/1ll8G4cXDNNSrUiiXOnoWcnPM++xsGHDhgzk/r5WXOqXjhVAeenuYUCDVrmkXdzEyzcHveVB7Vq5t13Kwss84r7qtu3bp4enrmG/GalJSUb2RsrpCQkALbe3l5UadOnSLbFHTMRx55hK+//ppff/2Vhg0bFhlvaGgoYWFh7Ny5s9A2dru9wFG3Hh4eFeaDnM1mq1DxukpJ8nB+mwqbOw8P6N3bvP3rX7B5M8aCBXh9/jmed99tXsVw1VUwaBDcdBPUr291xOVKfxcm5UE5yKU8mJQHU2nyUNKcVe0Mi4hIxZKaevE2BbHZ4NZbq+woGbHe6dPg739eQTU52Sy+enqa0x8UMCetk6+vWbQNCTG/qDiPn59ZczhzxnWxS9nw8fEhMjKSxYsX59m+ePFiunXrVuBjoqOj87VftGgRUVFReJ+bEqOwNucf0zAMRo0axRdffMHPP/9M06ZNLxrv8ePHOXDgAKGhocV6fiIVVu4CZc8+y/FFi3Ds2aMFykRExFIq1oqIeX2uw0FWltWBiBTBMMzRtCNGwP79BTY5dgwWL4YffoCFC811yBYtsvPjj2ZdzHmc3bvLL26p8nJyID39vLlqDcOc3gDM+Qu8inGhU/XqZqH2gm/lPTzMIvDZs2Ubs7jG2LFjee+993j//ffZunUrjz32GPv372fEuSsFxo0bxz333ONsP2LECPbt28fYsWPZunUr77//PrNmzcozn/Do0aNZtGgRU6dOZdu2bUydOpUlS5YwZswYZ5uHH36YDz/8kI8//piAgAASExNJTEwkLc2ce/TMmTM8/vjjxMbGsnfvXpYuXcqAAQOoW7cuN998c/kkR8RdNG5sTpn000/m3OFz55oF20mToG1baNMGnn4afv/d7EOLiIiUsUpZrJ02bRpNmzbF19eXyMhIli9fXmT7ZcuWERkZia+vL82aNWPGjBn52syfP5927dpht9tp164dCxYsyLM/OzubZ599lqZNm+Ln50ezZs148cUXq/xKeeKmMjLMSta//gUPPQR9+rD/y3UMHQoTJ5oFLxG38/vvsGWLuVBYQEC+3X/8YX62eustmDYNZs6E99+3MW+eH9Om2XjxRchIyYS//x3uuAP27LHgSUhVlJ5u1mf9ctfgSUn5a1RtrVolP6BhmBXgc6pXN8+hL9zc35AhQ4iJieHFF1+kU6dO/PrrryxcuJCwsDAAEhIS2H/el1FNmzZl4cKFLF26lE6dOjFp0iTeeustbr31Vmebbt268emnnzJ79mw6dOjAnDlzmDdvHl27dnW2mT59OqdPn6ZPnz6EhoY6b/PmzQPA09OTTZs2MXDgQFq1asW9995Lq1atiI2NJaCA91uRKqN2bRg6FObPNzvIX38N3bvDrFkQHW0WcUeMgLg4qyMVEZFKpNLNWTtv3jzGjBnDtGnT6N69O++++y79+/dny5YtNG7cOF/7PXv2cP311/Pggw/y4Ycf8ttvvzFy5EiCgoKcHeHY2FiGDBnCpEmTuPnmm1mwYAGDBw9mxYoVzo7w1KlTmTFjBh988AHh4eGsWbOG++67jxo1ajB69OhyzYFIkXJy4OGH83QqMzPhm9e3U++yKHbvhrcH/0rvRzrQZ1BNiljzRKR8zZpl/rzlljwFrpwc+PBD+Pxz6NoVxoz5awSjw2GQlHSKpKRgJk2y8eIrPkz0D8DL4TCruVOmlP/zkConNdUcPHvuqnXzBRoSYl56e26xsGI7exYSEszKb4MGgDmy1mYzd9WsWaahiwuMHDmSkSNHFrhvzpw5+bb17t2bdevWFXnM2267jdtuu63Q/bmLkhXGz8+PH3/8scg2IlWenx8MGGDecnJg5Ur48ktYsACOH4f//c/qCEVEpJKodCNr33jjDYYPH84DDzxA27ZtiYmJoVGjRkyfPr3A9jNmzKBx48bExMTQtm1bHnjgAe6//35ef/11Z5uYmBj69u3LuHHjaNOmDePGjePqq68mJibG2SY2NpaBAwdyww030KRJE2677Tb69eunlZLF/XzwgVmo9feHv/2Nk6Nf4Jnmn7Kj8xBefhlm3LSQEbv+CY88wkvjzjqv1BWx1Lp15uvW29sc4XLOiRPw7LPwxRdw333wzDPnXWp+nogIeOEF2LED3soYgcPAnC+hiIVzRMpKWtpfBVXAnLugdu3Sjar18DC/YTt92hxOi1nv9fPTVAgiIuXG0xN69jSvUvvzzyILtUePHuWqq64iMDCQ22+/vRyDFBGRiqpSFWszMzNZu3Yt/fr1y7O9X79+rFy5ssDHxMbG5mt/7bXXsmbNGrLOXU9YWJvzj9mjRw9++uknduzYAcCGDRtYsWIF119/faHxZmRkkJycnOcG4HA4XH4zDKNczlMZbxU6d/HxGO++iwE4nnySY/c+xpO/3sCpus157kUP/P0d2Du1pl6rGlwesJWeX4zh0YfSWLpUubP6VtVzZ7z3nvm6vekmHHXq4HA42LjRwaOPGhw6ZPDSSw4GDXJgGIXnrm1bB88952Dl0Rb8au9LjgOM6dMtf27ufKvqr7vz81CSG/w1kjE72yAjw8DPr2THKPTm64sRGIgBGEePOrdXq2aQmmqQnV1G57Holpu7gv4dRETc0kUuQ5s5cyaenp6cOnWK/5Vw9O3EiROpV68egYGB3HXXXZy5yGqSxWlvGAY9evTAZrNx6tSpAvffdNNNzpiLe/xhw4blmSs7V5MmTfjyyy+L83RFROScSjUNwrFjx8jJyaFevXp5tterV4/ExMQCH5OYmFhg++zsbI4dO0ZoaGihbc4/5lNPPcXp06dp06YNnp6e5OTk8PLLL/O3v/2t0HinTJnCxIkT820/evQo6edGy7iCw+Hg9OnTGIaBh0elqte7XEXPneepUwQEB5MdFkZi6yimPJXGmTMeTJiQQlaWg6QkoFo1PJ9/nhpPPkn0mdX4HHiMf73xKk2apOLrW/pzV/TcWamq585r2zZq/PYbhocHp/r3x5GUREKCB88+G0iLFtmMHHmWGjUM8/V7gQtzFxQEjzziydwXh9Hszx+p99PPnNq2DaN27fJ/Ym6uqr/ucmVlZeFwOMjOziY7O7tYjzEMg5xzc8qmpnpgGB54e+eQczIFj+PHcdSpg3Ep84DWqoVncjIkJ5OTkgJ+ftjtYBieJCc7CAgo+pJ3d5WdnY3D4SAlJYWkpKQ8r7uUlBQLIxMRKb09e/YQHh5e4v9LZ8+ezaxZs1i+fDnBwcHccccdPProo7z//vuX1H7atGl4FbGw5fTp0wvcX9J4RESk9CpVsTaX7YJvNw3DyLftYu0v3H6xY86bN8+5ym54eDhxcXGMGTOG+vXrc++99xZ43nHjxjF27Fjn/eTkZBo1akRQUBCBgYEXeZal53A4sNlsBAUFVekP4KVR4XMXHAyffYYjOZPprwaSmgqvvmrQqJE9f7tp07A98giXpazhji2Tid/8Mv2vL/0EthU+dxaq6rmzvfMOeHtj3HgjdTt0ICcHXn3VRoMG8MorPtjt/oU+tqDcBQdDnTfrsPuG9thPxhO0eTMUMddjVVXVX3e50tPTSUlJwcvLq8gPtwXx9vYmMxN8fMDX1wsOn4SsLDyzs81JbEvLy8ucnPbUKbxOnICwMLy8zKkQ0tM9nbMr3HfffXzwwQf5Hr5jxw5efvnlAvfNnDmThx56qMjTv//++3z00UccK2Q1ylWrVjFjxgxmz55d4P5nnnmmwPlVvby88PDwoHr16gQHB+d53fleyreFIiIWuf322/nyyy+x2Wy89957vPnmmwwfPrxYj33//fd59NFHadWqFQCTJk2iZ8+evPPOO/g5V6wsWfuDBw/yr3/9i88++4zLLrss3zEOHjzIG2+8wbRp0+jfv/8lxVOQyMhItm/f7ryflpbGhAkTeOGFF4r1eBGRqqJSFWvr1q2Lp6dnvlG0SUlJ+UbG5goJCSmwvZeXF3Xq1CmyzfnHfOKJJ3j66ae54447AGjfvj379u1jypQphRZr7XY7drs933YPDw+XfzC22Wzlcp7KqELmLrdaAODnx7ff+LF3L7zyCoSFFVKA7dwZ/vUvvMeMocexJXw0eyDX3xB9SQuOVcjcuYkqnbvx4+Gqq7A1bQoeHnz+OezaBa+9Bn5+F39BFpS7iAhYM/BqUv4vnhq/rsJ38GBXPoMKq0q/7s7x8PDAZrM5b8Vx/he6aWk2c77alGTIyDDnnK1T56KXzV5UUJA5b21qqnmrVo3q1c01bgzDPA3Addddl69oGhQUVOi+WrVqMWDAAOf90aNHk5ycnKddjRo1ePfdd4krYPXzPn36YBgGCQkJxMTE0KdPnzz758yZw/HjxwvMZe62gl53Vfk1KCIV1//+9z+GDRtGzZo1iYmJYf/+/dQsYiXIHj168O233wKwceNGnn/+eee+Tp06kZGRwY4dO+jYsWO+xxan/ciRI3nuueeoW7dugecfOXIkzz77rPNzcEmPfzFr1651/v7LL79w6623cvPNNxfrsSIiVUmlKtb6+PgQGRnJ4sWL87zpL168mIEDBxb4mOjoaL755ps82xYtWkRUVBTe55Ztjo6OZvHixTz22GN52nTr1s15PzU1Nd8HCU9PT82xJtZLToa774Zbb4WhQzFsHvz4o7kmQsuWF3ls165w++3UmPUxgdv/YNOmaDp0KJeoRf7i5wdXXgnA7t3w8cdw++3QuvWlHbbNY/15aXMbOl3RhTvKIEypgtLSCt5uGGAYZONFZibUrm3AgYPmgmB16phfoJ3PwwPO//K2sOOeP3LJ29scXXvyJKSkQLVqVKsGx46ZtdvchfbsdjshISEFHq6wfedv8/PzIyMjo9BjiIhI8TVu3LjAeWILcubMmTyFXW9vb/z9/QudFuZi7efNm8eZM2cYNmwYe/fuzff48/efX1QtSTzTp09nzpw5eR6Xuy7L+bZv387gwYOZO3dusQu9IiJVSaUq1gKMHTuWoUOHEhUVRXR0NDNnzmT//v2MGDECMKceOHToEHPnzgVgxIgRvP3224wdO5YHH3yQ2NhYZs2axSeffOI85ujRo+nVqxdTp05l4MCBfPXVVyxZsoQVK1Y42wwYMICXX36Zxo0bEx4ezvr163njjTe4//77yzcBIheaMgUOH4avv4YhQ1i/xZekJLjgyqbC3X03fv2vZ8PbbTj+HSrWimUyM+GNNyAsDIqYDrzYqjcNIuz2IL77EW4dYta+REqkZ89Cd3lER3P25bcA8CfV/NIsM5MCJ//u0gVmzvzr/oABUNCH+TVr8t6vU8cs2J47po+PeTt79q9irYiIVEzVq1fn9OnTzvvZ2dmkpqYSUMic50W1P3nyJE8++SSLFy8u8LEX21/ceP7xj38QExOT53FNmjTJc//48ePceOONPPvss9x4442Fnk9EpCqrdNeUDRkyhJiYGF588UU6derEr7/+ysKFCwkLCwMgISGB/fv3O9s3bdqUhQsXsnTpUjp16sSkSZN46623uPXWW51tunXrxqeffsrs2bPp0KEDc+bMYd68eXTt2tXZ5j//+Q+33XYbI0eOpG3btjz++OP8/e9/Z9KkSeX35EUutGMHLF5sjtqaNAl8ffnhB2jSBM5NN3VxwcHY2rbhxhshNhaOHnVlwCLnMQx45BF49104c4aPPoJDh+Cxxy5tus/z5dbEzvvuTaTMpKWZA2Y9z54bdeTpWbYn8PExR9ueN6VA9epmsfbc9Pt8++23VK9e3Xm7/fbbnW2L2iciImVv//79ed53L7ydP09shw4d8kw3ExcXh91ud84Ze6Gi2m/YsIGEhAR69epFSEiIc77a1q1bM3/+/Dz769evz3XXXZdnf2niKUhmZiY333wz/fr1Y/To0cV+nIhIVVPpRtaCOdfOyJEjC9x34WUZAL1792bdunVFHvO2224rcDGMXAEBAcTExOT7JlHEUl9+af68+mpo144TJ2DVKnjooZJPl3jllfD5zBMs/p8Hd46sWdaRiuS3bZv5DUFcHFu63seCBXDvveaXDWWlYb0sHs74D3UeXIGxfi62AA1HlBJYvrzg7YZBjsMg9ShUr27AqRR47z1o2BAKGhF14XysF0zPVCyGATYb1arBiRN/zaRw5ZVXMn36dGezatWqOX8vap+IiJS9xo0bc+bMmWK1ve+++5g4cSI33XQTwcHBPPfcc9x5552FLuZVVPtu3brlGbB04MABLr/8cpYvX07jxo3x8PBw7nc4HGzcuJH+/fs795cmnoIMHz6catWq8dZbbxX7MSIiVVGlLNaKCOZCNgsXmr+fm8N5yRJzROIF670Ui+8XHzN509v8sP8OMh941LlemYjLLF0KQPZl0fz7HR/atHG+lMuOtzddc1Zy7Nh+Dny8nMZ/L+78ICLknUP2fIZBdlo22dng7wf4hZpDXuvWzV+YLclxC5KTA0eOmBPVNmuG3e6Bl5d5F8wCbIsWLQp8aFH7RETEWvfffz8HDhyge/fupKWlMWDAAN58803n/smTJ7N8+XK+//77i7b38fHJM/d4eno6AMHBwfiem0ond7/D4eDQoUP59l8snuL48MMP8fX1pUaNGs5t48ePZ/z48SU6johIZadirUhl9dNPcOYM1K8PUVEYBs6FxUo1eKphQ2pVy6TL3i/4bfEDXHmDf5mHLJLHsmUArKneh2N74MUXi1fnKqmat1xF8sb3SfjoZxVrpcykpZmXL/j62cCzuusmkfXwMN/rs7MhNRVb9erY7eb3dSIiYr2Cruwsrueff57nn3++wH0FFTiLan++Jk2aYOTOl1OARo0akZOTk28B7aKOX9jzPH8xs6LOKSIif6l0c9aKyDm5UyAMHAgeHqxfT8kWFrtQjx74tAijjv0MB/7zJepriUsdOgS7dmF4ePDZ4R5ccQWEhrrmVLZrrqZGTQjcvJKj+9NccxKpctLTbfj6lv00tfnYbBAYaP5+bsVtFWtFRERERCouFWtFKqsJE+C++8wVlKDkC4tdyMMD7rqLGjWhzfpP2L4lp6wiFcnv3KjaU027sPNIIOfWuXCNVq0IaF0fHzJY9/ZKF55IqpK0NBvVvDPNKQrSXPwlQO48uCkp4HDg62vOjuBwuPa0IiIiIiJS9lSsFamsGjWChx+G4GDnwmLXXVfyhcXyuOEG/BvUItiRwKaYn8osVJF8zs1XG+vTm9BQ6NDBheey2fDsezU1AiHt2584N42bSKllZpqF0mo5yXD8OBw96toT+vubE5Ln5EBqKna7uXnatDl8mXuVxQXmzCl8X2naiYiIiIhI2VCxVqQKuJSFxfKw27Hdfjs1a0DdHz/k9CnNhSAu4HBAgwZkVwvki+O96dfvEr9kKI6rrqJGTWh5ZAXLFme6+GRS2eUOpPVJTzF/yZ2mwFVstr9G1yYn4+VlvufriwcRERERkYpHC4yJVDa//grffAODB8Nll136wmIXuv12qs+aQ8jOXWz47iC97mpUBgcVOY+HBzz/PN93zOHYHE+uuaYczhkejnfHcI6EhPPjl2n0u9HH9QViqbRSUzGnQEhLNwuprlpc7HyBgXDypDkVgmFgt9tcOm9tzZo1iYqKKnCfh4cHDRs25PHHHy9wv1b9FhEREREpnIq1IpXN/Pnw22/QuDFcdtmlLyx2oVq18HrtFeZ9HoHXntr0KqPDipzPMODHJZ5ccQXUrFkOJ/TwgA8+IHAN7JwIBw+aM4mIlJRhmCNrgzzOjarNnaLA1fz9/7o5HPj6enLypBmPK754+OGHH4rcP2rUKEaNGlX2JxYRqUCqn/dlXVpaGl5eXnh7ewPQs2dPvv/++2If64MPPuCdd95h+/bt+Pv7c/311/Ovf/2Lmuc6Shfbf6ERI0bw4YcfOu87HA7S0tL4448/aNiwIZs3b+aJJ55g7dq1HD9+nJMnTxZ6LBERKVuaBkGkMjlyBGJjzd8HDgRg0aJLXFisIL160aFPbdavN+dmFCkzGRmwYwfbtxns24drFxYrQIcO4OMDa9aU73nF/RlG8aZ9ycgwZ/LwzT5XrM2dnsDVbDbzzT44GDw9sdvNOLKyyuf0ZaG4ORYRqSjOnDnjvPXs2ZOpU6c675ekUAtw9uxZXn31VY4cOUJ8fDwJCQmMHDmy2PsvNGPGjDzxTZo0iZYtW9KlSxcAvL29GTx4MHPmzCnVcxcRkdJTsVakMvnmG/PTeZcu0LgxmZlm0al377IfWdW1q1mo3RCnD9dShlatgjvvJOv+h6hXDzp2LN/T+3g56FdnLbuW7C3fE4vbyh0BlZqaWqz26engaWTjlXlu4tryKtZeIHeRMVdOhVDWMs99++fhoe6piMiFRo4cSZ8+ffD19aV27dqMGDGCFStWFHv/xbz//vsMHz7ceb9169YMHz6ciIiIAtuvW7eOK664gsDAQOrWrcuAAQNK/+RERCQPTYMgUlk4HPDVV+bvgwYBsGGD+UG9a9eyP12DA7/z1K5ZpL/SDr54rOxPIFXT0qXkOGD9mVZce205LCx2oVdfZcgvn/OZ/zDS0kbh51fO5xe34+npSc2aNUlKSgLA398fWxEvzJQU8Lalkm6zYfPxwZaTAzk55RWu+X9BWhp4eeHhYefMGThXb3ZrDoeDo0eP4u/vr2KtiFQpHTp0YP/+/YXuP3XqVIHbly1bRocOHQp93MX2ny82NpYdO3Zw7733Fqs9mNPdDBgwgJUrV5KVlcWqVauK/VgRESmairUilcUff0BCgrmQzdVXA7B6NYSGQsOGLjhfRgZt0tZzcHUChmMMNg+txiSXyOGA5ctJSYGN9fvwTHksLHahiAj8/T+n+Yk1bNzomi86pOIJCQkBcBZsi3L8OPj4GJz2d+CRno5tzx5Xh5fX6dPmCmf+/pymBoYBhXzOdzu5C5MVVpgQEamMNm7cWOLHfP/997z33nuFjpy92P4Lvffee9x4442EhITgcDiK9Rhvb2/27dvH4cOHadiwIb16aSULEZGyomKtSGXx00/mz2uvBbsdwzCLtT17umh0Yteu+NeyU21PInsX7aDpda1dcBKpUnbvxjh5kuNn/ahzTWdq1bIghshIfLyhWcYWFq1MpWtXfwuCEHdjs9kIDQ0lODiYrCImgT1zBl59Fe67z0Fo6HHq1KlT/qNE4+LgX/+COnX4ftC7LFps4403LBilXgo+Pj5WhyAi4vZ+/vln7r77br744gvat29f4v0XOnPmDJ999hmffPJJieJ4//33mThxIpGRkdSqVUsLS4qIlCEVa0Uqi9atzdWR+vQB4M8/4cQJuPxyF53P1xffq7rhOecXjsz7RcVauXTr1pGRDlt9OtLveov+ewoNhfr1qX70MMeWxGGM6VYhilxSPjw9PfH09Cx0/6ZNcDYhmZbN/bF5euPr61v+xdrOnc03/yNHaHnHUd4/2JiTJ6F+/fINo7SKO6JLRKSyCA8PZ9++fYXuP3PmjPP3X375hdtuu41PPvmEq89dSXe+i+0vyKeffkpgYCD9+/cvUdzNmzdn7ty5GIbBb7/9xjXXXEN0dDSRkZElOo6IiOSnScFEKotbb4X334foaMBcp6laNWjXznWn9Lj6Sqr5g8+KX1x3Eqk61q0jORmONupC584WxhEVhX81CNq3hgMHLIxDKpzt2+HuA1MIGX4j3lbN3We3m1/cAc1P/AHArl3WhCIiIhcXHx/PmTNnCr3lWrp0Kbfccgv/93//x7XXXpvvOBfbX5hZs2YxbNiwfF9GGoZBeno6GedWqszIyCA9PR3DMBcXnjt3LkeOHMFms1GrVi08PDzw8tJYMBGRsqBirUgltXo1REaCS/tMPXrgH+hJwNE/ObpOVS25BIaBsW4dZ1Oh1lWdsXR9oago/PygVcoa1qyxMA6pcLZvM4jIWAvHjmH4WziFRlQUAH7xawgOhp07rQtFRETKxsSJE0lOTmbIkCFUr17deSvu/uXLl+e5D7BlyxZWrVrF8OHD851v3759+Pn50aZNG8Ccv93Pz885CnjJkiV07NiR6tWrc9NNN/Haa6/RsWNHVzx1EZEqR199iVQGq1dDmzYQGAjAsWOwe7c52NalAgPx6x6J7X+rOfjhUoK6DHXxCaXSMgyO/P15Fj2/jq43hFsbS2QkHjZomb2N/8ae5ZZbqlkbj1QIDgecXLeHmsYJ8PEhu7WFU8Ncdhm8+y6sWUPLKx3s2qXv5kVErLZ06dJLevwvvxR9JdvF9vfs2TPPSF2Adu3aFTr9TJMmTZyjaAsyd+7cIs8nIiKlp967SEV35gyMGgXXXANHjwJm7dbT0xxZ62peN1zL0Ta9+ON4M9efTCovDw9+9+zOj60eoV0nixcZqlcPnnySXePfZ9NOX1JTrQ1HKoaDB6HRkTX4+gIdO4KVi2WFh4OvL5w8ScfAPezaBUV83hYRERERETeiYq1IRbdqlTmkq1EjCAoCzGJteLg5Z63LDRzIyQlvsPB0d86eLYfzSaW1fr35unWLBeEHD6b1rRFk5niyYYPVwUhFsH07tDy9Bl87GFYvruLtDZMnw/z5hHZvRno6HDpkbUgiIiIiIlI8KtaKVHS//Wb+7N4dgPR02LABLr+8/EK4/HLIyYG1a8vvnFK5ZM98n6xlK4nskGV1KE4hIdCggV7XUjzbtjgIz1hrzrdsdbEWoFcvCAujRUsboEXGREREREQqChVrRSoyh+OvYm2PHgCsWwfZ2eVbrK1bFzrXO0zCRz+X30ml8jh8mMyYady74TE6t8+2OhqTYcAPP/DAkZeJ/z1Fl5DLRR3/Yze1bKfN6QfatbM6HKfq1SE0VMVaEREREZGKQguMiVRkO3bA8ePg5wedOgHmFAiNGpkfzsvNoUOM/nkgJ057kT11CV41q1/8MSK51q8nNRWO1GlHz9Z+Vkdjstlg5kzabd9PjZo92bevF02aWB2UuKvUVNh7xI9TN9xFcNMscxoCd/Ddd7B8OVGB97NzZyuroxERERERkWLQyFqRimzlSvPn5ZeDjw8OB/zxB3TtWs5xNGiAvXUTyMlm/6cry/nkUuGtW0dqGuS074zNZnUw54mKwtcP2pxdq6kQpEg7d8Jx3wb4jX8MnnzS6nD+8tNPsGQJXTJ/Z/du82IMERERERFxbyrWilRkK1aYP8/NV7t9OyQnl+8UCLmqXd8HLy9I/vqX8j+5VGiZq9eTkQE1r+pidSh5RUbiYYMurGXNGquDEXe2fbu5oGPDhlZHcoGoKACaHFujRcbcyLRp02jatCm+vr5ERkayfPnyItsvW7aMyMhIfH19adasGTNmzMjXZv78+bRr1w673U67du1YsGBBnv1TpkzhsssuIyAggODgYAYNGsT27dvztDEMgxdeeIH69evj5+dHnz59iI+Pv/QnLCIiIiIlomKtSEU2ZQqMHw89ewLmFAg1akDr1uUfiu2qK/H3g2obVpqrjYkUx7FjpO/YD9hoenMnq6PJ69wiUY3TtrN3YzKpqRbHI25r/5okrqq2CltGutWh5HXZZQDU2rseD0c2O3daHI8wb948xowZwzPPPMP69evp2bMn/fv3Z//+/QW237NnD9dffz09e/Zk/fr1jB8/nkcffZT58+c728TGxjJkyBCGDh3Khg0bGDp0KIMHD2bVqlXONsuWLePhhx/m999/Z/HixWRnZ9OvXz/Onj3rbPPqq6/yxhtv8Pbbb/PHH38QEhJC3759SUlJcV1CRERERCQfzVkrUpHVqwe33OK8u2qVOZDKw4qvYdq2xaduAOxJIeWPbQRcEW5BEFLhrFtHaiqcDmlFy4ZuNtdx3boQFka1XfsIOxnHhg29iI62OihxN4YBfr8t4daEN+DpHhATY3VIf2neHGrUwPP0aSL9trBrVweuusrqoKq2N954g+HDh/PAAw8AEBMTw48//sj06dOZMmVKvvYzZsygcePGxJx7XbVt25Y1a9bw+uuvc+uttzqP0bdvX8aNGwfAuHHjWLZsGTExMXzyyScA/PDDD3mOO3v2bIKDg1m7di29evXCMAxiYmJ45plnuOVcv+KDDz6gXr16fPzxx/z9738v8PlkZGSQkZHhvJ+cnAyAw+HAUQHm3XA4HBiGUSFidaWS5uH8dhXl37o49HowKQ8m5UE5yKU8mJQHU2nzUNL2KtaKVBKJiXDgANx9t0UBeHjg2z0S9izl8Fd/0FrFWikGY3M8qalgdHezKRByRUXhvW8fnbLXsHWrirWS35Ej0CBhDb6+QBc3ex17eJjf4P30E5fb/uDnXR2sjqhKy8zMZO3atTz99NN5tvfr14+VKwue7z02NpZ+/frl2Xbttdcya9YssrKy8Pb2JjY2lsceeyxfm5givjg4ffo0ALVr1wbMEbyJiYl5zmW32+nduzcrV64stFg7ZcoUJk6cmG/70aNHSU93s5HmBXA4HJw+fRrDMPCw5Jtu91DSPKRlpzl/P3r0KH5ebrI46CXS68GkPJiUB+Ugl/JgUh5Mpc1DSa9UUrFWpCJyOOCZZ6BzZxg4EOx21qwBLy9zk1X8el2Oz2dLOb3iD2CYdYFIhbF30BgmfzuQscPtVodSsMhImD+fZr6Hmb/94s2l6tm+1UHz0+vwrYlzjli3ctll8NNPtDz9B7P3DccwcK+F/KqQY8eOkZOTQ7169fJsr1evHomJiQU+JjExscD22dnZHDt2jNDQ0ELbFHZMwzAYO3YsPXr0ICIiwnme3MddeJx9+/YV+pzGjRvH2LFjnfeTk5Np1KgRQUFBBAYGFvo4d+FwOLDZbAQFBVX5D54lyUNq1l/zAgUFBeHv7e/K8MqNXg8m5cGkPCgHuZQHk/JgKm0efH19S3SeSlmsnTZtGq+99hoJCQmEh4cTExNDz3NzehZk2bJljB07lvj4eOrXr8+TTz7JiBEj8rSZP38+EyZM4M8//6R58+a8/PLL3Hzzzc79TZo0KbAzO3LkSN55552ye3IiAFu3wuLFsHKlcxqENWugXTvws3JwQ58+bLgnhB+PdkGveimO9XE2TtZqRss+VkdSiB494PvvOfxbELv+D7KzzS9FRHIlLt9BE48zeAZUs2bC8Iu57DLw8CDA30HqWYOTJ22cG0wpFrFdUC03DCPftou1v3B7SY45atQoNm7cyIrcRUovITa73Y7dnv/LNg8PjwrzQc5ms1WoeF2lJHk4v01ly51eDyblwaQ8KAe5lAeT8mAqTR5KmrNKl2GrFm74448/SEhIcN4WL14MwO233+7aJyxV02+/mT+vuAK8vMjMhE2b3GBQV3Awwbf1Yv+J6hw5YnEsUiGsXw/t24O3t9WRFMLfH4KCaN0aMjOhiAFmUkVlx67B7ot5WYOnp9Xh5Ne4MfzyC9nTZoLNRiHdISkHdevWxdPTM9+I16SkpHwjWnOFhIQU2N7Ly4s6deoU2aagYz7yyCN8/fXX/PLLLzRs2DDPeYASxSYiIiIirlHpxgdZtXBDUFBQnuO+8sorNG/enN69excaq1WLMmhi6NJzl9zZzo2GMaKjweFgwwbIyLDRpYuB1f+s4eEANtavNzh/mj13yV1FVFlzlz3zfTp+9ie1H7wVh8M1c32WVe6aNgUPDxtbtxo0bVpGwbm5yvq6K0uZmRCw4w98fcHRpQu5b8Bulzs/P4J8HHh62ti3z6CDG09dW1ju3CaXl8DHx4fIyEgWL16c5+qsxYsXM3DgwAIfEx0dzTfffJNn26JFi4iKisL73Ldc0dHRLF68OM+8tYsWLaJbt27O+4Zh8Mgjj7BgwQKWLl1K0wveyJo2bUpISAiLFy+m87n5lDIzM1m2bBlTp069tCcuIiIiIiVSqYq17rJwQ2ZmJh9++CFjx44t8tIxqxZl0MTQpecWuUtNpfamTdgcDk62aIEjKYlffvEjMNAbH59kkpKsCSuXx7Fj3HFqCZ6vnSKp01/TibhF7iqoypo7x/9+pEPCbvDrTFJSw4s/oDTnKIPcee7bh/+77zJ2pwdL175BVFTqxR9UCVTW111Z2rEVmpxYh1dINsebNiXn3Buwu+YuuIYP27Z50rVr2sUbW6Sw3JV0UQZ3NXbsWIYOHUpUVBTR0dHMnDmT/fv3O6ffGjduHIcOHWLu3LkAjBgxgrfffpuxY8fy4IMPEhsby6xZs5yDBQBGjx5Nr169mDp1KgMHDuSrr75iyZIleaY5ePjhh/n444/56quvCAgIcI6grVGjBn5+fthsNsaMGcPkyZNp2bIlLVu2ZPLkyfj7+3PnnXeWY4ZEREREpFIVa91l4YYvv/ySU6dOMWzYsCLjtWpRBk0MXXpukbuVK7F5ekKjRtRt1w7DgB07bHTvblCvXskmrXaJ7GyuPfAhp854ElTtcWzVzEUn3CJ3FVSlzN2ZMxzbvQ9vHxuNb+mFLTjYJacpq9zZNm6kTaoH/9vvRbCLYnU3lfJ1V8ZW/mYw77JZvHnvWvyjo+Fcntwud6mp2EaN4rmlO3i37mK3fg0XlruSLsrgroYMGcLx48d58cUXSUhIICIigoULFxIWFgZAQkJCnqm7mjZtysKFC3nsscd45513qF+/Pm+99Zbz6i+Abt268emnn/Lss88yYcIEmjdvzrx58+jatauzzfTp0wHo06dPnnhmz57t7K8++eSTpKWlMXLkSE6ePEnXrl1ZtGgRAQEBLsqGiIiIiBSkUhVrc1m9cMOsWbPo378/9evXLzJOKxdl0MTQpWd57jZsMH9GRmLz8ODQIThyBC6/3IZb/HM2bIh3WH2MDYdJWrSR0Fv/ugzT8txVYJUud5s3k3bWgSO0IZ6hIS491SXnLiQEgoPxS0nCa+c2UlO7UL162cborird666M7dwF1Tu3wuuuVvn2uVXuqleH48fx88zEFh+Ph8flVkdUpIJy5xZ5LCMjR45k5MiRBe6bM2dOvm29e/dm3bp1RR7ztttu47bbbit0f27ftig2m40XXniBF1544aJtRURERMR1Kk/PF/dYuGHfvn0sWbLEOWeuSJk7c8Zcjr6LOcfnmjXm3fbtLY7rPNWuvAybDY59/4fVoYibOhu7gcxM8IrqZHUoxdO+Pb6+EJa8iR07rA5G3MWuXdCypdVRFFOHDvj4QN2ETVSSGQVERERERCqlSlWsPX/hhvMtXrw4zyIL58tdlOF8hS3ccGGbgo45e/ZsgoODueGGGy7lqYgU7qmnYNky6NsXgLVrzUKtO10h6nXFZfj5gvGHirVSsOTfNgNQu1eExZEUU/v2eHtDq/SNbN9udTDiDlJOO+i1/GWiE74wVxpzd+eKtU2TN3DggNXBiIiIiIhIYSpVsRbMhRvee+893n//fbZu3cpjjz2Wb+GGe+65x9l+xIgR7Nu3j7Fjx7J161bef/99Zs2axeOPP+5sM3r0aBYtWsTUqVPZtm0bU6dOZcmSJYwZMybPuR0OB7Nnz+bee+/Fy6tSzjAh7sJuB19f0tNh0yaIirI6oAtEReHnD/4HtpNzMtnqaMTdOBwY8Vvw9oaA6ApSrO3QARvQJmsT27dd/HJiqfwO/LKLKxIX0OK7GPPyBnfXoQPe3hCWspkD+xxWRyMiIiIiIoWodMXaIUOGEBMTw4svvkinTp349ddfi7Vww9KlS+nUqROTJk0qdOGG2bNn06FDB+bMmZNv4QaAJUuWsH//fu6///7yebJS9eTk5Lm7cSNkZ0NkpEXxFKZuXbxbNsVwGBz6ao3V0Yi7OX2aBELxCvSHFi2sjqZ4WrcGLy9qGSdI2pBAMaZ/lEru5PJNeHiAT+cI3GPC8Ito2RIPXzs1bMmcjNtndTQiIiIiIlKICjAUpOSsWLgBoF+/fsVawEGk1EaNguRkcyqEDh1YuxZCQ+Eia9lZolqfy8hYf5wjm07T2OpgxK2k2msxsfXHjPp7Fg0rwohEMEezd+lCzlHIPnaWhAT3/LuT8uNYvxFfO9g6uNGE4UXx8oLwcLz3rsOxYRPQ1OqIRERERESkABXkU7KIkJkJGzaYP2vUwDDMxcW6dgWbzerg8vN4dBQLMh4nLcODHlYHI25l+3YwDGjX0dvqUEpm2jT8zkDC38znoGJt1eb/5ybsvkDHjlaHUnw9e3L8cB3+PBtidSQiIiIiIlKICnDdnogAEB9vFmpr14bGjTl4EJKS3HAKhFz+/nTs7MHWrZCRYXUw4k62bMohMBAaNLA6kpKrXt2MW4uMVW2n9p4i8PR+fO1ARAWZdxlg6FCOjp3Cai4nPd3qYEREREREpCAq1opUFOvXmz+7dAGbjTVrwMcH2rvxFbgdO0J2lsG2DarWyjmZmXR75kqe2nIvtrNnrI6mVDo2PsnOLVlWhyEWSli0CQCvlk0gMNDaYEqoUSPz54ED1sYhIiIiIiIFU7FWpKJYu9b82aULYE6B0KGDWbB1V423LeKl9TfgeGWq1aGIm8iO307OmVRCjASoVs3qcEpu+HDunN2XnE1byMy0OhixyskN+/H0BHtUB6tDKbGGDQyC0vZzZFOS1aGIiIiIiEgBVKwVqQiys2HjRvP3Ll1ITYUtW9x4CoRzbAHVqWdLwnvDGqtDETdx5OfNGAZ4dw53z8mWL6ZWLXx9ofGpjfz5p9XBiFUWB9/FvId+xvaPEVaHUmJ+MVOYEHcLnl8vsDoUEREREREpgIq1IhXBtm2QlmZebtusGRs2mPXbqCirA7uITp3wq+6J/fhhUncesjoacQMpKzfjYYPA6Ao0z+f5OnTAxw7Nzm7SvLVVlGHAzp3QKDwQgoOtDqfkWrfGxwe8t26wOhIRERERESmAirUiFYGPD/TvD9dcAx4erFtnrkQf4u4Levv7490pHIDD362zOBhxB7Ytm/H1Bc+OFbRYGxGBDWibvYnt2wyroxELHD8Op09Dy5ZWR1JK7dvj4wM19m8Gh8PqaERERERE5AIq1opUBK1awaRJMH48AHFx0LmztSEVl1+3znh5wpnlGsVV1RknTuJ95BC+fkC7dlaHUzpt24KHB3UcR0nYoDk/q6Kjs77m4Y0P0W7X11aHUjotWuAZ4A9pqWRt01weIiIiIiLuRsVakQomMdG8depkdSTFY+vcCT8/8N4cZ3UoYrEjv2whxwGezcIgIMDqcErHzw9atcLXFwL2bOTECasDkvKWGbuG1mfXEXAmwepQSsfDA8LNke0nl2+yOBgREREREbmQirUi7u7ECfjzT+flqnFx5mft9u2tDavYOnbEzw/8ju4nM/Gk1dGIhXYlVmdj0NVUu66X1aFcmvbt8fWFsJRN7NhhdTBS3ny2bsRupwK9Cefn39WMPf13XfEgIiIiIuJuVKwVcXc//ABDhuSZAqFVK6hWzdqwii0wEPr2ZVnoEPbusjoYsdKq9I78NmAq3o+PtjqUS9OjB16DbyExrKsWGatijOMn8Dl6EF87EFFB510GfC/vgKcn2OI1slZERERExN14WR2AiFzE+vXmz7ZtcThgwwa48UZrQyqpwHemsOROg/Qjp+lhdTBimfh46N7d6ijKQPfu0L07nlNQsbaKOfHrZhwOsDVran4RVVG1b8/myGGkNO3AXYYBNpvVEYmIiIiIyDkaWSvizhwOWLfO/L1zZ/78E86cqTjz1eay2SA83GDbNn0/VFUd3XMGx/6DhLczrA6lzDRvDrt3g1F5npJcxMllGwHw69rB4kguUWAgBweN4nefXirUioiIiIi4GRVrRdzZ3r1w+jTY7dC2LXFx4OsLrVtbHVjJtW+VAes2kZWSbnUoYoHEz37lmTWD6Dz7UatDKRtZWYQbm6l5ZDtHjlgdjJSXnPUb8fYypxGo6Bo1gkOHICfH6khEREREROR8KtaKuLO4OPNn+/bg7U1cnPmrVwUcoHr1zDt4ZNMoDi7caHUoYoGU3+Px8QF7m6ZWh1I2/u//aP3KMK4+MIfdu60ORspLQmYdbDUCK/TiYrkaB6fT/MhKTv3f11aHIiIiIiIi51GxVsSdbTxX2OzYkYwM2LKl4k2BkMv/8gg8PAxO/BxndShiAc+tm/H1BcLDrQ6lbLRvj5cntEzfyJ9/Wh2MlAeHA95pOIU/XvkJmlb8Lx0aex3mofhH8fn3qxpeKyIiIiLiRlSsFXFnGzaYPzt2ZPNmyM6Gzp2tDanUOnXE7guO9RusjkTKWcrxTGoc2YGfHxARYXU4ZSM8HDw8CHYcIXHTUaujkXJw6BCkp0PLVrZKMc9rzU5NyPQJIOtMOuzcaXU4IiIiIiJyjtsVazMyMqwOQcQ9GAY88QQMHw7t27NhA9SuDQ0bWh1YKXXqhK+vQeDezWRnaBRXVbJv8Q48jSzs9WpC/fpWh1M2/P2hWTPsdsjcsMXqaKQc/LnxLAAtWlgcSBmxeXpwskEEWZn8dRWHXJT6qSIiIiLiapYXa3/88UeGDRtG8+bN8fb2xt/fn4CAAHr37s3LL7/M4cOHrQ5RxBo2G3TrBv/4BwQEsH69OQVChR3Q1awZ3rWr4ZWdxsGftlsdjZSj47/G4+UFPp3CK/ALuADh4djtUPtwPCdPWh2MuFqTZ+5k8oYbqHa48oxCzWjVnsxMYNMmq0NxW+qnioiIiEh5s6xY++WXX9K6dWvuvfdePDw8eOKJJ/jiiy/48ccfmTVrFr1792bJkiU0a9aMESNGcPSoLjOVquvUKdi7t+LOVwuAhweeXdpis8HRxXFWRyPlKDvOnK/W1r6STIGQ61yxNixlsxYZq+xOnMAz8RBBRhKEhlodTZnx7BhBZhYYmzdbHYrbUT9VRERERKxi2ZrykydP5vXXX+eGG27AwyN/zXjw4MEAHDp0iDfffJO5c+fyz3/+s7zDFLHO/PkQHAxRUcTF+QEVvFgL5HRoj99360n6Iw640+pwpBxkZcFinxsI6h9MaLduVodTtiIi8PKGJqlb2LzTQWSk5ReriItkx20iIwM8mjeF6tWtDqfMBERH4HBA9p4DeCcnQ2Cg1SG5DfVTRURERMQqlhVrV69eXax2DRo04NVXX3VxNCJuJisL/vUvyMyEL74gLq4xTZpArVpWB3Zpsrp2Ze8ttfl87+Vc4YACPv9KJfPnnxAfcAV+T14BLa2Opow1a4Zt9Gh+/iWclD+tDkZc6dTyzRgGeHdpb3UoZap+m0D2+DWmQeZ+vDdvNqfeEUD9VBERERGxjluWSnJycoiLi+OkJgGUqmrbNrNQW7MmRsNGxMVBx45WB3XpcsLCCPj7nezyaMXevVZHI+Vh61aw26FpU6sjcQEvLxg6FN9uXdi91y3/O5UykvaHOU1AzR6VayqPevVgfptn+H3Mp3DFFVaHU2GonyoiIiIiruQWny7HjBnDrFmzALMD3Lt3b7p06UKjRo1YunSptcGJWCF3Ze4OHTh4yMbx49C5s7UhlZVWrcwaV3y81ZFIeTj2y0aurvY7XqnJVofiMs2bQ2IinD1rdSTiEg4HntvisfuAT5fKVaz18IC0tpHsNFroUociqJ8qIiIiIuXJLXrmn3/+OR3PDRv85ptv2LNnD9u2bWPMmDE888wzFkcnYoENG8yfHTsSF2cWN8PDLY2ozPicOcEgz29I/9/XVociLmYYEPLTRwz+dRR8+aXV4bjGmTOEH/yRPgc/ZM8eq4MRl9i7l+yUVDyr+5mV+UqmYUM4eNDqKNyb+qkiIiIiUp7colh77NgxQkJCAFi4cCG33347rVq1Yvjw4WzatMni6ETKmWH8Vazt0IG4OGjTBnx9LY2q7Gzbxo3rJtL0l9kYhtXBiCslJkK9Y1vw9QPatbM6HNc4dYqgN5/hxv3vsHt7ltXRiAtk4sPPdYeQ0uuGSjn6tEEDqLdyATz3HBw+bHU4bkn9VBEREREpT27xqaNevXps2bKFnJwcfvjhB6655hoAUlNT8fT0tDg6kXKWkADHj4OXF9mt2rFxY+WZAgGA9u3x87NRI+UAhzcdtzoacaGdq09SKyPB/KKhTRurw3GNBg2wBQbi753FiVU7rY5GXGBvdkPmN3sCj/FPWx2KSzRoAG13fIXju4V/TcEjeZR1P3XatGk0bdoUX19fIiMjWb58eZHtly1bRmRkJL6+vjRr1owZM2bkazN//nzatWuH3W6nXbt2LFiwIM/+X3/9lQEDBlC/fn1sNhtfFnC1w7Bhw7DZbHluV2guYxEREZFy5xbF2vvuu4/BgwcTERGBzWajb9++AKxatYo2pfiAb0UnGODQoUPcfffd1KlTB39/fzp16sTatWtLHL9UcbmjdNq0YdseO+nplaxYGxCAPaIlNuDQd3FWRyMudPTXrfj4gGeTxlC9utXhuIbNBhER2O2Qs1ETMVdGO3eaU9FUykXyMIu1+wIiyMpCk4kXoiz7qfPmzXNOn7B+/Xp69uxJ//792b9/f4Ht9+zZw/XXX0/Pnj1Zv34948eP59FHH2X+/PnONrGxsQwZMoShQ4eyYcMGhg4dyuDBg1m1apWzzdmzZ+nYsSNvv/12kfFdd911JCQkOG8LFy4s0fMTERERkUvnZXUAAC+88AIREREcOHCA22+/HbvdDoCnpydPP12ykSy5neBp06bRvXt33n33Xfr378+WLVto3Lhxvva5neAHH3yQDz/8kN9++42RI0cSFBTErbfeCvzVCZ40aRI333wzCxYsYPDgwaxYsYKuXbsCcPLkSbp3786VV17J999/T3BwMH/++Sc1a9a8tORI1dOvnzkK8cwZ1q+DgIDKN02iZ2Qn7Mt2kPrbeuBqq8MRF0lftwU/XyrPhMuFCQ/H/sNK/PfEk5l5Oz4+VgckZSYjg1O/bKF5g7Z4e1eWuWjyatgQ9geEk3ka7Js3Wx2OWyrLfuobb7zB8OHDeeCBBwCIiYnhxx9/ZPr06UyZMiVf+xkzZtC4cWNiYmIAaNu2LWvWrOH111939lNjYmLo27cv48aNA2DcuHEsW7aMmJgYPvnkEwD69+9P//79Lxqf3W53TvkgIiIiItawtFh75513MmjQIK677jpuu+22fPvvvffeEh/Tqk7w1KlTadSoEbNnz3Yeu0mTJiWOXwSbDcLCAFg/yxxVW+mmSezUCT+/z/DeugHDMJ+yVC5nzkC1fefmq23b1upwXCs8HLsdGh2PZ+9eaNXK6oCkzGzZQo+5D9I9uB7wndXRuERAABwLiSDrGLB9O2Rlgbe31WG5hbLup2ZmZrJ27dp8Bd5+/fqxcuXKAh8TGxtLv3798my79tprmTVrFllZWXh7exMbG8tjjz2Wr01u37Ykli5dSnBwMDVr1qR37968/PLLBAcHF9o+IyODjIwM5/3k5GQAHA4HDoejxOcvbw6HA8MwKkSsrlTSPJzfrqL8WxeHXg8m5cGkPCgHuZQHk/JgKm0eStre0mJt69atmTp1Kvfccw+9evVi4MCB3HTTTTRq1KhUx7OyE/z1119z7bXXcvvtt7Ns2TIaNGjAyJEjefDBBwuN16oOrv7ISq88c5ecDDt32rjuOoPK8E+VJ3ft2+PnC0EJ2zm08wz1W/hbHZ5bq4h/s1u2QMMzW/ENBUfbtlj1Ii6X3LVpg48P1Evdy+7NKbRoUc115ypHFfF1V9ay1m0iMxO82rQpUR4qWu78WjbgTHwgtTKTMbZvt3RBwMJyZ0Uuy7qfeuzYMXJycqhXr16e7fXq1SMxMbHAxyQmJhbYPjs7m2PHjhEaGlpom8KOWZj+/ftz++23ExYWxp49e5gwYQJXXXUVa9eudY4mvtCUKVOYOHFivu1Hjx4lPT29ROe3gsPh4PTp0xiGgUel+2a8+Eqah7TsNOfvR48exc/Lz5XhlRu9HkzKg0l5UA5yKQ8m5cFU2jykpKSU6DyWFmuff/55nn/+eQ4ePMjXX3/NV199xT//+U/atWvHTTfdxMCBA+lcgsk6rewE7969m+nTpzN27FjGjx/P6tWrefTRR7Hb7dxzzz0FntuqDq7+yEr9iGcAAHipSURBVErP1bnzio/H96uvyOzalWX+15GRUY2GDU+TlGSU+bnK24W5CwitBYdPsOmLdXgN01DEolTEv9lVv9vZ3mkqL96xlsxatSApyZI4yit3NevUxnvfMQ79vJ6kbpXj9VwRX3dlLfOnNRgOA6NtGEkleA1XtNwF1vBnl29rQrNWcnblStLr1rUslsJyV9IOblko635qLtsFl5MYhpFv28XaX7i9pMcsyJAhQ5y/R0REEBUVRVhYGN999x233HJLgY8ZN24cY8eOdd5PTk6mUaNGBAUFERgYWKLzW8HhcGCz2QgKCqoQf6uuUtI8pGalOn8PCgrC37tyfOmu14NJeTApD8pBLuXBpDyYSpsHX9+STanmFnPWNmzYkJEjRzJy5EhSUlL4/vvv+eqrr7j66qsJCAhgwIAB/OMf/yC8mPMeWtEJdjgcREVFMXnyZAA6d+5MfHw806dPL7RYa1UHV39kpefy3H31FbaVK6kWEMC+oL/RooWNNm2Cyv48FsiXu//EMOftUGp71eTawq+wFCrm3+zhBBuhvWtQc1iEpXGUW+5ef53vFwSz83Q9hgVX/C9XoGK+7spa0o4/yfS00fj6rngUcSn4hSpa7lq3hp2+nbjStobA9HQCS/Bcy1phuStpB7cslVU/tW7dunh6euYbQJCUlJRvUECukJCQAtt7eXlRp06dItsUdsziCg0NJSwsjJ07dxbaxm63Fzjq1sPDo0K89sHs41ekeF2lJHk4v01ly51eDyblwaQ8KAe5lAeT8mAqTR5KmjO3KNaeLyAggMGDBzN48GBycnJYunQpX3/9NbGxsW7dCQ4NDaXdBZcNtm3bNs9qvReysoOrP7LSc2nuNm0CwOjQkfULPejVCzw8Ks+ErnlyFx5Oi8tg+XJzzlrNW1u0ivQ3m50NO3bA3Xfb3GK+5XLJXYcO1N8DS+aCYdjw9HTdqcpTRXrdlbnjxyHxCHa7Da8OESWePLwi5a5xY/i87t8YPGsotRpYP0KuoNy5Sx4vpZ/q4+NDZGQkixcv5uabb3ZuX7x4MQMHDizwMdHR0XzzzTd5ti1atIioqCi8z80tHB0dzeLFi/NM2bVo0SK6detW2qcJwPHjxzlw4AChoaGXdBwRERERKRn36PkWwtPTk6uvvpo333zTuWBYUc7vBJ9v8eLFhXZYczu45yusE3xhm/OP2b17d7Zv356nzY4dOwg7t1CUyEU5HM5ibUK9Tpw4AV26WByTi0VEwLFjcOSI1ZFIWdqzB6J3f8Tl+/5nFryqiObNITMTDh60OhIpE/HxpGdAZsOmUK1yzENcmAYNIM07kEMnrS/UViQl7acCjB07lvfee4/333+frVu38thjj7F//35GjBgBmFddnX9F1ogRI9i3bx9jx45l69atvP/++8yaNYvHH3/c2Wb06NEsWrSIqVOnsm3bNqZOncqSJUsYM2aMs82ZM2eIi4sjLi4OgD179hAXF8f+/fud+x9//HFiY2PZu3cvS5cuZcCAAdStWzdPYVlEREREXM8tRtYeP36c5557jl9++YWkpKR8i0icOHGi2McaO3YsQ4cOJSoqiujoaGbOnJmvE3zo0CHmzp0LmJ3gt99+m7Fjx/Lggw8SGxvLrFmz+OSTT5zHHD16NL169WLq1KkMHDiQr776iiVLlrBixQpnm8cee4xu3boxefJkBg8ezOrVq5k5cyYzZ868lNRIVfLnn3D2LPj7s/p4c3x8oJgzf1RYHTfMZeSmWP78YSwhw1paHY6Uka1bDPoemk3o/52CfuFw7iqFSs0waLl8Ng/Eb+LA+mcIC7Nuzk8pG+lrN5OVBV7trZ3KozyEhJhXNxw8aH6JJnmVZT91yJAhHD9+nBdffJGEhAQiIiJYuHCh88v9hIQEZwEVoGnTpixcuJDHHnuMd955h/r16/PWW29x6623Ott069aNTz/9lGeffZYJEybQvHlz5s2bR9euXZ1t1qxZw5VXXum8nzsN17333sucOXPw9PRk06ZNzJ07l1OnThEaGsqVV17JvHnzCAgIKFnCREREROSSuEWx9u677+bPP/9k+PDh1KtXr8QLIpzPqk7wZZddxoIFCxg3bhwvvvgiTZs2JSYmhrvuuqvUz0WqmI0bzZ8REazf6El4OPj4WBuSq9k3/kF42h9s+mU9qFhbaRxYnUAXj1N4eHtBixZWh1M+bDbsyxbRMWUXm3+Lh0G9rY5ILtHultfxXbNa3HNLc6tDcTlvb7Ng6/HDQvjsc+jTBwqZb78qKst+KuCc/7Ygc+bMybetd+/erFu3rshj3nbbbdx2222F7u/Tp49zTYaC+Pn58eOPPxZ5DhEREREpH25RrF2xYgUrVqygY8eOZXI8KzrBADfeeCM33nhjseMUyWPDBgCy23Vg8y9w990Wx1MeOnXC75tYiIsDBlsdjZQBw4Azf2zF1w+zUFvZv3E4X3g49hW7yNkYD6hYW9FtSW/GHy2a8XgV+W+9QQNI2Xwa9myEwEAVa89T1v1UEREREZGiuMWctW3atCEtLc3qMESslZ4OHh7sDuhIZmbln68WgI4d8fODeglxJB0pfMSPVBxHj0LNw1vw9QUuWHSx0gsPx24H393xFDGATSqInTvN7xuqyuKHDRrAZs7NgRAfj17Ef1E/VURERETKk1sUa6dNm8YzzzzDsmXLOH78OMnJyXluIlXCq6/CsmX8lhFF7drm6tyVXng4ftU8qZGZxI5fE62ORsrAli3Q6MwW/KpwsTb05BYSDzsu3l7c18aN+P/0DR3qHrY6knLTsCFsTG+N4ekFJ09CQoLVIbkN9VNFREREpDy5RbG2Zs2anD59mquuuorg4GBq1apFrVq1qFmzJrVq1bI6PJHy4+fHuk3edO5cRUZz+fnh2a41dh84/vMGq6ORMrA13kGLzK14elL1irXNm2Ov7oNfdgoHfz9odTRyCdLnf8f1ayZy+b7/WR1KuWnQADLxIbVRK3PD5s3WBuRG1E8VERERkfLkFnPW3nXXXfj4+PDxxx+XycINIhWOwwEeHpw4AXv3wu23Wx1QOerUCd9lW8hZGwdcZ3U0cokOrkmkhtcZc67aZs2sDqd8eXnhFdEGr90bSV65GW6tCsPjK6ezq8xCZa2eERZHUn4aNDB/Hg+JoNreLWaxtl8/a4NyE+qnioiIiEh5coti7ebNm1m/fj2tW7e2OhQRa4wYAenp7OjzNDZbOzp1sjqgctSpE/baX3M6xYPjx6FOHasDktI6exY2Ha/PlneWUq/5fvByi/9iyldEBJ4/7eDU3lNWRyKllZEBO3fi6Qk1u4dbHU25qVUL/PzgQI0IGvOZRtaeR/1UERERESlPbjENQlRUFAcOHLA6DBFrZGbCxo2wZQvrd9egeXNzIe4qo1cvjJ9+5osWT6o2UMFt2WKuSdQmqnrVmwIh19//zoqXlrHA706tz1RRbdtGRroDR8062ELqWR1NubHZzHlrt3tHmN+ahYRokbFz1E8VERERkfLkFsOeHnnkEUaPHs0TTzxB+/bt8fb2zrO/Q4cOFkUmUg62bIHsbIzatVmxuz7X9bc6oHLm5UXN2tCokTmQq3dvqwOS0tqyBWrXNms8VVa1ajRrCac/gxMnNFK8IjI2bSY9HTI7RlSRycP/Ur8+bDvSCH74oco996KonyoiIiIi5cktirVDhgwB4P7773dus9lsGIaBzWYjJyfHqtBEXG/jRgBOhXUiOdFG584Wx2ORiAiIX58J+FgdipTSls0ORu94BFtMC/j738Hf3+qQLNG8ufnzz10Gdeqo4FXRpP2xmZwcsEdWnflqczVsCHFxNtDLNg/1U0VERESkPLlFsXbPnj1WhyBinQ0bANjq3YFq1aBNG4vjscLatQz5aCKrD9bn5MkZaHHtiiczE5I37KHZsVWwYBOMHm11SJapu+RTnt0wn6yPb4OuQ6wOR0oofa05H0ud3u0tjqT8NWgAp0/DmTNQvZoBKSlVbF6egqmfKiIiIiLlyS2KtWFhYVaHIGINw3COrF1+ugORkVVzTSZq1aLG2cOEpRxnc1w2Pa+sikmo2HbsgPon4/HzBdq2BQ+3mBLdErbUszTM3sOeuI2AirUVzY93zmX315t5pgotLparQQPzZ9KKHVT/9yPmimNffmlpTO5A/VQRERERKU+WfZqOjY0tdtuzZ88SHx/vwmhELHLgAJw8SZaHD7+fasMVV1gdkEWaNMGrdiDVPDM49MsOq6ORUti8GVpkxONjB8KrXpErj4gI7HaotmeT1ZFIKcQfrgU9e5qFyiqmfn3z5/7s+uakywcPwsmT1gZlEfVTRURERMQqlhVr77nnHvr27ctnn33GmTNnCmyzZcsWxo8fT4sWLVi3bl05RyhSDnJyoG9f9jfuieHtQ5cuVgdkEQ8P6NgRXz9Ii42zOhophfh4CLfFm1NdVvVibbt22O1QPfkwyfuqZqGrojIM2LkTWrWyOhJr+PpC3bqw/0R1aNrU3Lipan7poH6qiIiIiFjFsmLtli1bGDhwIM899xy1atUiPDycvn37MmDAAHr06EHdunWJjIxk3759LF68mKFDh1oVqojrNG0KU6bwQbuptG8P1apZHZCFOnbEzw8Cd8eRnGx1MFISOTmwKz6Dhqk7zQ1VvVgbEIBX8yYAHPlps7WxSImcfuHf9No6g7a1j1gdimUaNoRDhzBXfQRz2HwVpH6qiIiIiFjFsmKtt7c3o0aNYtu2baxatYqHHnqIiIgIGjRoQJ8+fXj33Xc5dOgQH330ERERVW9FZqk6UlPNgUuXX251JBbr1Ak/P2iWHEf8ZsPqaKQEdu+Guse342fPgdq1oV49q0OynG9UBB4ekBJbNQtdFVJ2Nsz/nH7736NZaJrV0VimQQNz9gPan1tgrYqOrFU/VURERESs4har+HTp0oUuVfb6b6my0tMhKYl1+xqRnW2ja1erA7JYu3Z4+/tQyzhB7PIDRHdrbHVEUkxbtkBN4yT20NrmqFqbzeqQLGdrH4Hd/m2VHZVYIe3aRVZKBo5qAfi3qbrvPw0awKJF4Ahvb36jHx8PDkeVXjRQ/VQRERERKU9uUawVqZLWroXRo6lpa0/T6NkEB1sdkMV8fOC66zhQ287W7VW3KFARxcdDdvfeeEzuZX4JIdC+PZn1m/Kn0RSVeCqIjRtJz4DUFhFVujDZoAFkZUFS9WaE+Publ3/s3g0tWlgdmoiIiIhIlaBirYhVNmzAMGBrehONqs313HOkL4a4/8DZs1V8Dt8KwjDMYm3//pgjav38rA7JPbRuzd7X/sfcf8MNqeDvb3VAcjE5GzaTkQEeHdtbHYqlGjY0fx5K8CDkppvA01N/1yIiIiIi5UjFWhGrbNhAWjrs8OvA4Ko+X+15wsPNAuDWrRAVZXU0cjEHD0LyaYOICE19cKFmzcyfu3f/tVaTuK+01ZswDKjZs2oXa4OCzAsdDh2CyMcftzocEREREZEqp+pe5ydipexsiI/n7Fk42bijri49T2idTDoRx47Vp6wORYohPh7anF5F+6f6w6uvWh2OW2nUCHy9cziw7qjVocjFnDxJzt4D2GwQek241dFYymaD+vXPLTImIiIiIiLlztKRtdnZ2TgcjmK39/DwwMtLg4GlEtixAyM9neOZATS7qonWYzqP7ZFRPLx+HQu9noeRA6wORy5iyxaI8ovH8/hRSE62Ohy34rl+Da+uGkP6viZwz4dWhyNFOXiQFKMaZ4KC8akbaHU0lmvY8LxibWqq+a1MeHiVm89D/VQRERERsYKlPcrLL7+cmjVrYhhGke1sNhuGYXD27FlWr15dTtGJuNDGjWRmwg57B7pGa4B7Hh064PfLOvy2riM9fQC+vlYHJEWJj4e+Rrx5J7xqj0jMp2FDqnmlYzu4EzIywG63OiIpTPv2TOn7C1HNTtDJ6ljcQMOGsHnzuTt33w3798Pbb8MVV1gaV3lTP1VERERErGBpsdYwDH7++edit7/ssstcGI1IOdqwgbNn4WCdjlxXtadHzK9LF3z95tA0aR3btkGnTlYHJIU5dgySjhg0On2uqqNibV716uFRtw5Zfx4nc+M2fC7raHVEUojUVDhwyINbbqtrdShuoVEjOHUKzpyB6uHhZrF206YqV6xVP1VERERErGDpkD5bCa/9Lml7Ebd1880sC7sXz57d8PGxOhg307EjPr4eBGcdYtfKJKujkSLEx0PNzCSqZ50ADw9o3drqkNyLzYZnJ/PbmONLN1kcjBRl1y5zYcNWrayOxD00amT+PHgQaH/uG8VNVe81rH6qiIiIiFhB11+LWOBky8t5v9ojtLixjdWhuJ9q1bC1aYOfL6QsXWt1NFKE+HiI9I3HyxNo2VKX+RcgIDoCG5C6evNF24pFdu2i7vCB/G3PZBo0sDoY99CggbnQ2IEDQESEuXHzZrOiLSIiIiIiLqVirYgF/vjD/CCsKyYL0aULfn7gE7+OzEyrg5HCbN4MkXZNgVAUr04R+NjBc6uKtW5r0yZsCYdo7nMAD/WKAPDxgeDgc8Xali3NDcnJ5zaIiIiIiIgr6WOJSHn7+WcOfBZLh5ZpBGrR8YKdK9Y2PbGOHTusDkYKkpJi1m1qtQuFDh00uXBh2rXDx27D82giHD9udTRSkE2bSE8HR4QmED9fo0bnpkHw9oa2bc2NVXAqBBERERGR8mbpAmO1a9emW7duF11lN1edOnVcHJGI62W/HkPv2MO0HvcW0M3qcNxT5854j32EBfO6EBX/11W44j62bDF/Bj98OwTfbm0w7szfnxNX3c7PG+owIsdm7X+6UqDMtZvIzobqXfVGc75GjeD338/dad8eNmwwi7U33GBpXOVJ/VQRERERsYKlnxuXLFli5elFyt+RI6T+eRgHHrS7s5PV0bivgAA87ruXgAPmpfZDhlgdkFxo82YICjIvlZai2Z56kh+fhOvPQDPly72kpJC5Yw8Aof00svZ8DRtCYiJkZoJP377mRLaRkVaHVa7UTxURERERK1harB0/fjx79+4tdvsWLVrw4osvXrTdtGnTeO2110hISCA8PJyYmBh69uxZaPtly5YxduxY4uPjqV+/Pk8++SQjRozI02b+/PlMmDCBP//8k+bNm/Pyyy9z8803O/e/8MILTJw4Mc9j6tWrR2JiYrGfn1QBa9dyJgXONGhDq4b+Vkfj9sLD4dNPITsbvDQk0a3Ex0NUsxOQ6gv+ei0XpWlTc47q3buhWTOro5E8Nm8mIx2SAxrSokUtq6NxK40ameuJHT4MTcLDq+S81K7qp4qIiIiIFMXS8scPP/zAggULitXWMAwGDx580U7wvHnzGDNmDNOmTaN79+68++679O/fny1bttC4ceN87ffs2cP111/Pgw8+yIcffshvv/3GyJEjCQoK4tZbbwUgNjaWIUOGMGnSJG6++WYWLFjA4MGDWbFiBV27dnUeKzw8PM8oDE9Pz2I9N6k6MmLXkZoK9hu6WB2K+0tN5fKTv5KwfT9//vkQrVtbHZDkSkuDXbtgRJ13oc8CGDUK7rnH6rDclq8vtK59lNRvNsCVV4L+b3AfmzaRngGprdpjs1kdjHtp2ND8efAgNGliaSiWcUU/VURERETkYiwt1hqGQVhYWInaX8wbb7zB8OHDeeCBBwCIiYnhxx9/ZPr06UyZMiVf+xkzZtC4cWNiYmIAaNu2LWvWrOH11193FmtjYmLo27cv48aNA2DcuHEsW7aMmJgYPvnkE+exvLy8CAkJKfbzycjIICMjw3k/OTkZAIfDgcPhKPZxSsrhcGAYhkvPUVldau5O/bIWA2gwoFOVy3+Jc5eWRoPpz3LdAdgcexstW9Z0aXzuzN3+ZrdsAYfDRoPT8RgOB0ZICLhJbBdyi9w5HDyyYjC2lBQcD33w12JNbs4tcudqgYHs8W4FnTqU6fOsDLmrVg0CA23s22fQrRvmnAixsVCnDvTq5bLzFpY7K3Lpin6qiIiIiMjFWFqstZVwGMvF2mdmZrJ27VqefvrpPNv79evHypUrC3xMbGws/fr1y7Pt2muvZdasWWRlZeHt7U1sbCyPPfZYvja5Bd5cO3fupH79+tjtdrp27crkyZNpVsQ1r1OmTMk3dQLA0aNHSU9PL+qpXhKHw8Hp06cxDAMPDw+XnacyupTc2Y4fJ3PXPnzsNjLaNSQpKclFUbqn0uSuRoP62A8e5MgPsSRdV7XmSjyfu/3NrlzpSzVvG957t5Cdk8PJevVwuOnr2V1yd6Z5a7x+/4OTv/xKVgVZhMhdcudKiW2u4sXWg3j8+jNl+p5cWXJXu3Z1tm0zSEo6i++331LtnXfIjIwkpU0bl52zsNylpKS47JyFKet+ai4rpuv69ddfee2111i7di0JCQksWLCAQYMG5TmGYRhMnDiRmTNncvLkSbp27co777xDeBWcAkNERETESpVqFshjx46Rk5NDvXr18mwvau7YxMTEAttnZ2dz7NgxQkNDC21z/jG7du3K3LlzadWqFUeOHOGll16iW7duxMfHF7o68Lhx4xg7dqzzfnJyMo0aNSIoKIjAwMASPfeScDgc2Gw2goKCKvSHSCtcSu5SV20kJd0D344tCaqCE1eWKndXXIH/5i/w3baNunX7U1Vfru72N3vwoI2+jTfifcAD6tShbkQE7noNubvkztH7cs6uWgMb9hA8smKsMuYuuXOlLVvAx8dG164+BASU3XErS+5at4bt220EB1eD3r2xzZyJ165d+NWp47LpPArLna+vr0vOV96smq7r7NmzdOzYkfvuu8/5uAu9+uqrvPHGG8yZM4dWrVrx0ksv0bdvX7Zv305AWf6BiIiIiEiRKlWxNteFIxsMwyhytENB7S/cfrFj9u/f3/l7+/btiY6Opnnz5nzwwQd5CrLns9vt2O32fNs9PDxc/uHOZrOVy3kqo9LmLtb3Gv4X2ZzXn0+psnkvce6iovD/+AvCjq5jzx4PWrZ0bXzuzF3+ZjMzYccOGNxiKzaA8HBsbj4HqzvkLqhvF1JfBce6DXjYbG5b3L6QO+TOZU6cYM/26tSv70ONGmX/71EZcte4MfzyC4ANj5YtISAAUlKw7dwJ7dq57LwF5a4i5/F8Vk3X1b9//zx91QsZhkFMTAzPPPMMt9xyCwAffPAB9erV4+OPP+bvf/97gY+zakqvslIZpiwpCyXNw/ntKsq/dXHo9WBSHkzKg3KQS3kwKQ+m0uahpO0tn7O2uAsxFGcesLp16+Lp6ZlvFG1SUlK+kbG5QkJCCmzv5eXlHBFbWJvCjglQrVo12rdvz86dOy8at1QNK1Z6ULdrcwJdN9Vf5dO5M752aJi2g82/p9CypUb2WG3HDsjOhmZnN5obIiKsDaiC8O7YDi8/bxxJx80Vmxo1sjok+de/uHr2z9Tu9zQw0Opo3FLDhuYXNElJEBLiAZ06wfLlEBfn0mKtuyjrfqrV03UVZc+ePSQmJuY5l91up3fv3qxcubLQYq1VU3qVlcoyZcmlKmke0rLTnL8fPXoUPy8/V4ZXbvR6MCkPJuVBOcilPJiUB1Np81DSKb0sLdZOmzbN+Q18cVx77bVF7vfx8SEyMpLFixfnmadr8eLFDBxY8Aex6OhovvnmmzzbFi1aRFRUFN7e3s42ixcvztMRXrRoEd26dSs0loyMDLZu3VrkHGRSdaSkmJ9tC/msI4UJCsLWuBH+CQc4tiQOhurvyWrx8ebCQzX3xJkbOna0NJ4Kw8eH1KbtsO3aYL4ZqFhrLcMgZ816slOzqNelgdXRuK3cl+nBgxASAnTubBZr162DO++0NLbyUNb9VCun67qY3LYFHWffvn2FPs6qKb3KSmWZsuRSlTQPqVmpzt+DgoLw9/Z3ZXjlRq8Hk/JgUh6Ug1zKg0l5MJU2DyWd0svSYm10dHSZH3Ps2LEMHTqUqKgooqOjmTlzJvv373cuxDBu3DgOHTrE3LlzARgxYgRvv/02Y8eO5cEHHyQ2NpZZs2Y5LxsDGD16NL169WLq1KkMHDiQr776iiVLlrBixQpnm8cff5wBAwbQuHFjkpKSeOmll0hOTubee+8t8+coFc+WWbHcteVbemZdDVxldTgVS1QUfpsOkLF5J5mZPfHxsTqgqm3zZmjXxoEt/D7YsAG08EyxeXTuROaWDWT9EYf3gAFWh1O1JSSQfiDp/9u77/CoyrSP499JJ/SSSgkhSIn0RCEUAenYBcGGsFYWXErWlaKsigVQ10VWiiK21RdQEdsiAiqIEjqhCYpS1YTQEwipc94/DgmEJJCEmZyZye9zXXMBZ57M3HNzcubMPc+5H3JsPjTor9nhxalTBwIC4NAhiI3FLNYCbNkChuE27TzKyhnnqWBNuy5nxWZlSy9H8YSWJY5Qmjxc3KLEk3Kn/cGkPJiUB+Ugj/JgUh5MZclDaXPmcRkePHgw06dPZ/LkybRp04bvv/+eJUuWEBERAUBSUhIHDx7MHx8ZGcmSJUtYuXIlbdq04dlnn2XGjBkFFl/o2LEjCxYs4O2336ZVq1a88847LFy4MH/RBoDff/+du+66i6ZNm3L77bfj5+fH2rVr859XKraT//uRTqe/puruDVaH4n7+8hdSF3zF0vD72b3b6mAqttxc2L0brm7pBXfcAc89B4GeMZumPFQZ2Jf3mz7Hr9c/bHUosnkzGWfhcK1o6kZ5xsJVzmCzQd26ZrEWgGbNwN8fUlPN6bZSKq7Urquo5wGu+HFERERE5Mp55AJjI0aMYMSIEUXe98477xTa1rVrVzZv3nzJxxw4cCADBw4s9v4FCxaUKkapOFJTIWDXZqpUAdq1szoc9xMeToMwqF7dnMjZqpXVAVVce/dCRoba1JZV2HVXsbP+Vew+Ac2tDqai27yZs2ch69q2nj459IrVr39BXdbXF2bPhoYNwQ0ucXc1rtSu62KRkZGEhoayfPly2p6bQZ2VlcWqVauYNm1aiR9HRERERK6cx82sFXE161ekEn56D5VVrC0zm80s0m7danUkFduOHeDnB433rzArtxV8JdDS8vaGqChzkTaxln3TFjIyIbBTW6tDcXl5xdr89bNatVKh9grEx8fz5ptv8tZbb7Fr1y7Gjh1bqF3Xfffdlz9++PDhHDhwgPj4eHbt2sVbb73FvHnzeOyxx/LHjB49mmXLljFt2jR2797NtGnTWLFiBWPGjMkfc/r0aRITE0lMTATMBcUSExPzrzaz2WyMGTOGF154gcWLF7Njxw6GDRtGYGAgd1eA/sQiIiIirsQjZ9aKuJL9nybSvJKBT6MIOHfJopTStm3c+cMb/Phzbc488wyVK1sdUMW0cye0bHQG70kTzULtV19BUJDVYbmVNrUOkr5kJTSvATffbHU4FdPRo2T8egjDsFHvBi2Qdzn16pmLZKammlc4yJUZPHgwx44dY/LkySQlJdGiRYsStesaO3YsM2fOJDw8vNh2XU8++SSTJk0iKiqqULuujRs30r179/x/5y0KNnTo0Pyrzh5//HHOnj3LiBEjOHHiBO3bt2fZsmVUrVrVmSkRERERkYuoWCviRKmpYNu8yWyBEBNjdThuLezAWqKPVWPHNjvt43RRQHkzDLNY+5fm281CbXi4CrVl0MK2k4CtM8ha0AI/FWut4eND4nWj2bv2MPdcrSLU5dSvb/556NAFxdo33oD162HyZPNYIKViRbuubt265S9MVhybzcbTTz/N008/fclxIiIiIuJcqniIONG6ddDo5Ga1QLhSV1+Nb80qVLelcnDpT1ZHUyEdOACnT0N09rleFG3aWBqPuwru3QaA7G27zAbAUv5q1OB/tYawf8Bj6ldbAmFh4OV10XpiCQmQmAhbtlgVloiIiIiIx1KxVsSJEn7IpXoNGz4+NhVrr4S3N1x7LZUqQeaqtVZHUyHt3Ak+PhCWcq5Y21qXj5dFcKtQzgQGk5meayZVyl12NuzerYXySsrHxyzYHjp0wcZzC1BxmdmeIiIiIiJSeirWijjJmTOwZZs3v7/wHnz3HQQHWx2Se+vQgcBACN67luPHrQ6m4tmxA5pE5eL903Zzg4q1ZWLzspHaqA0ZmWhWohVOnyZp3hIqpyapWFsK9epdVKzNm1mvfVhERERExOFUrBVxko0bIScHOnYEs2mtXJEOHahUCRqmbmPH2tNWR1Oh5PWr7VB7D5w9a+7PjRpZHZb7atuGjAwwtiRaHUnFs2ULVV76JyN3PUpkpNXBuI/69S9qg9CmDdhscPAgHDtmVVgiIiIiIh5JxVoRJ1mzBq6OTKdOHasj8RDh4fhENiDAz07Kko1WR1OhJCfDiRPQykg0N7RqZTaxlDKpfl0bcnMhe/M2yM21OpyKZcsWzp6FM03a4u1tdTDuo359OHLkgjbL1apBVJT598REq8ISEREREfFI+rQt4gQZGbB39R88/lV3GDEC7HarQ/IM3bpxukV7ftofyGUWtRYH2rHDnEQX+sCNMGMGDB1qdUhurX73xmR6B5JxOgf++MPqcCoU+6bNZGSAXwf1EC+NevXMPwvMrs3rw66+tSIiIiIiDuVjdQAinmjzZmh0OIEqgblmLwTNQnSMUaNI7wgbnoE//4S6da0OqGLYvh0iI6FySBUI6Wh1OG6vVh0vXuj2Lq3712VIAz+rw6k4zp4lM3EXdjuE9G1rdTRuJa9Ye+gQNG58bmObNrB0qbkCmYiIiIiIOIzOsEWcYM0aaJ+7Bj9fIC7O6nA8SosW4O0NW7eqWFseDMPMddeuVkfiWWrFRLJ7r9VRVDDbt5NxJpfUSiG07hhmdTRuJTAQate+aGZtjx7Qs6e+jBQRERERcTCdYYs4WHY2bF6bRYuMDeaGTp2sDcjDBARA2/pH2bfygNWhVAh//gnHj0Oc93p47TWzcitX7Kqr4NdfUTuP8nSuX21qVDtNBi2DevUuKtZ6e6tQKyIiIiLiBDrLFnGwxEQIPbyV6n5nzalIV11ldUie5ZNPePR/fWn4+atqBVwOtm41azKND34L77wD33xjdUge4arGBn22v8zZmwerb205MTZt5uxZ8L1WLRDKon59sw1CIYYB6enlHo+IiIiIiKdSsVbEwRISoL09AT8/zBYINpvVIXmW6GgCK0HEkY3s/SXH6mg83tat0KQJ+P50bkZt69bWBuQhrmpio/7pn8j55TfYsMHqcCqEA8On8FbTadS+pbPVobilBg3MmfbZ2RdsTE2Fffs0RVxERERExIFUrBVxoNxcWLsW2uf8iA2goxZjcrgmTfAPq0klI519n22zOhqPZhjm4mIxTU+b1+yDirUOUrkyHG7YgcwMzIOGON2232uxK6wHUXHBVofilho1Mt/jDlzYgaZaNfOOypUti0tERERExNOoWCviQDt2QFqqgf+9d8B110H79laH5Hm8vPDq0J7ASnB6hYpczrRvH6SlQaz/drNyW7cu1KljdVgeI/eaDmRkAuvXo54ezrdjBzRtinnVg5Raw4bmhSJ7tTCeiIiIiIhTqVgr4kBr1kBwiI3QRwfCK69A9epWh+SZOnSgcmWotesH0tKsDsZzbd1qFrYanlILBGeo0/VqTuVUwX4qFXbvtjocj2a8+BK1P3uLdhHHrA7Fbfn7m31rf/vN6khERERERDybirUiDmIY5tXMalNbDjp3JrCKF+Gnf2HH0t8vP17KZNs2iI4G7x3nirVt2lgaj6dp1dabX6pfQ8ZZ1ArBmU6fJvP/Pub6n2dxdVSG1dG4tagoFWtFRERERJxNxVoRB9m9G04ey6Vv+ifmKiziPDVq4NMhlgB/OPHxN1ZH45FycszLxlu3tENSkrlRxVqHqlcP/qjfgXQVa51rwwbSU3M5UaUBTbrXtToatxYVZbZHyc21OhIREREREc+lYq2IgyQkQAtjO3XfewHuvVc9KJ3tvvv4deizLMwdqMKBE+zZAxkZ0KqNFyxeDAsWQGSk1WF5FJsN/K7rwGFbqFkFMwyrQ/JMCQmcOQPpbTri42N1MO4tKgqysuCPP6yORERERETEc6lYK+IAhgHr1kGvymuwAXToAF769XKqDh2o91A/jmdWZtcuq4PxPFu3mgu8R0VhVhUbN1Z/Dydo1KUuE67+gtMjxym/zmAYZK1cQ0Ym1Ojf0epo3F7e9zVqhSAiIiIi4jyqJok4wO+/m50PWpxOMDd0VFGgPDRuDDVqwMaNVkfiebZtgxYtwNtLsz2dqXVrMLCxc6fVkXio/fs5uy+ZXC8/Gg9qZ3U0bq9yZQgLU7FWRESuTK49lw3JG1iydwkbkjeQa9dlciIiF9IFgSIOsG4d1LYdp9bhXWDDXGVMnM6Weooh9k/JnHUAhv3T6nA8RmYm7NoFjww6AX3vhPbt4amnwNvb6tA8TnAwhITAti25tK++B5o1szokz3KuBcLJRu1oVifA6mg8ghYZExGRK7HiwAqmrp/K4fTD+dtCAkMYf+14ekb0tDAyERHXoZm1Ig6wdi30q7kWLxvQtCnUrm11SBVDTg4dN79Gs18+58j2ZKuj8Ri7dpkLjLXN2QDHjsGvv6pQ60RtorPo8nwfs9d1svZjR8o+lc6JrEB8u+pqB0dp1Aj27lWLZRERKb0VB1YQvzK+QKEWICU9hfiV8aw4sMKiyEREXIuKtRXQH3/Ad9/5WR2GxzhxAn75Ba7N+dHcoBYI5ad2bQLi2mKzwaF3v7U6Go+xbRtUrw7Be9eaG9q3tzYgD9cq1o9Dtgbk5GJO0xeH2dD6QZ5o/w11H73N6lA8RlQUpKfrewURESmdXHsuU9dPxaDwt31526atn6aWCCIiqFhbIe3cCe+8E8ipU1ZH4hnWrwcvI5f6SRvMDV26WBtQBePTtyeVKgHf6Jt4R9m6FVq3MrCtO1es7dDB2oA8XMuW8HONDpw9i4q1DrZ+PdSL9CU0spLVoXiMqCjzT7VCEBGR0ticsrnQjNoLGRgkpyezOWVzOUYlIuKaVKytgDp0MBcdX7PG6kg8w7p10LyFNz5ffgpTppiVFyk/3btTORCq7d9GxsEUq6Nxe2fOwJ490D5kP6SkgJ8ftGljdVgerWZNONWsPWfTMXuq2O1Wh+QR7KfSWL9eE8MdrXp1s9OPirUiIlIaR9KPOHSciIgnU7G2AqpWDZo3z+HHH21Wh+L2MjIgMfFcMSAwEHr1MivhUn6CgvC7pjWGAYfeUyuEK7Vjh9mLslX6uVm1bduCv7+1QVUAQd2u5mR2ZUhNhd27rQ7HI5weOIy/fXsbnYL3WB2Kx4mKMvvWioiIlFRQYJBDx4mIeDKPLNbOmjWLyMhIAgICiImJYfXq1Zccv2rVKmJiYggICKBRo0bMmTOn0JhFixYRHR2Nv78/0dHRLF68uNjHmzJlCjabjTFjxlzpS3Gaa6/NYvt21ArhCm3eDNlZhmZuWSzwph74+ULWErVCuFLbtkFwMFTffe5yfLVAKBct2/qwM/AasnMwZ9fKlfnzT7L2HCA45w8iO4ZZHY3HiYoyZ9ZqkTERESmpdsHtCAkMwUbRE1ts2AgNDKVdcLtyjkxExPV4XLF24cKFjBkzhieeeIItW7bQpUsX+vXrx8GDB4scv2/fPvr370+XLl3YsmULEydOZNSoUSxatCh/TEJCAoMHD2bIkCFs3bqVIUOGMGjQINYV0Vtww4YNvPHGG7Rq1cppr9ERYmOzsdkgIcHqSNzbunXQ3/gfYX+/G/73P6vDqbh69MC/ZiX2pgVj5OoS8iuxdSu0bg22FldD06Yq1paTFi3gl5oXtEKQK5OQwJkzkNGkNbaqVayOxuNERZlf9h47ZnUkIiLiLry9vBl/7fgi78sr4I67dhzeXt7lGZaIiEvysToAR3vllVd44IEHePDBBwGYPn06X3/9NbNnz2bKlCmFxs+ZM4cGDRowffp0AJo3b87GjRt5+eWXGTBgQP5j9OrViwkTJgAwYcIEVq1axfTp05k/f37+Y50+fZp77rmHuXPn8txzz1021szMTDIzM/P/nZqaCoDdbsfuxJ6FdrudKlXstGxpsHo19O6tqTElZbfbMQwDu91Obi6sX2/jn5lLMX75BeOPP9Rr8hIuzJ3DBQVx+IPlvP6MP833GTRq5Fn/D07N3QVSUmD/fht33GFg7/IAPPBAXgBOfV5nKq/cXanKleFMm46sPfUgPUfGuUTO3SV3RTnz9Y9kZUNA9/aWxO/OuSuJyEgwDBu//mpQq5ZjH7u43HlqLkVEKpKeET15pdsrTFk/hZT082tNhASGMO7acfSM6GlhdCIirsOjirVZWVls2rSJ8eMLfmPXu3dv1hSzmlZCQgK9e/cusK1Pnz7MmzeP7OxsfH19SUhIYOzYsYXG5BV484wcOZIbbriBnj17lqhYO2XKFJ555plC248cOUJGRsZlf76s7HY7p06dIrqZD++9X5Vffz1FtWoq2JZEXu4Mw+CXX/zITM6m3uE15PjmciImBnuKFrgqzoW58/Jy/KT+2mHg7V2dFSsyufVW5/3+WMHZucuzdKk/ubmVqF//JJ6yK5dX7hyhVosqvLlmKC2DT2Fzgf8Ad8pdAdnZsHItGAYB1zclxYJcum3uSsgwwM+vOlu2ZNKwoWOPt8XlLi0tzaHPIyIi1ugZ0ZP2oe3puKAjALN6zKJjeEfNqBURuYBHFWuPHj1Kbm4uISEhBbaHhISQnJxc5M8kJycXOT4nJ4ejR48SFhZW7JgLH3PBggVs3ryZDRs2lDjeCRMmEB8fn//v1NRU6tevT1BQENWqVSvx45SW8c031HjjDepdfyML/e/j11+D6NvXaU/nUex2OzabjaCgIL780ovu9o+pEugFza+mTtu2Vofn0i7MnbOKF3FxcPTHAwQPrIPDp3tZqDxyB7B7t4327Q0anvgDQppBpUpOe67yUl65c4ROnWDFChs5Of7UrWt1NO6VuwI2beLP1Cy8gmoR1jUOLIjdbXNXCtHRNo4e9Sc42LHnK8XlLiAgwKHPIyIi1rmwMBsTEqNCrYjIRTyqWJvHZivYtNwwjELbLjf+4u2XesxDhw4xevRoli1bVqoPE/7+/vgXscq6l5eXUz/c2U+cwPeXX6jks5RWrYayZo2N/v2d9nQex2azYbN5sWGDF2Ozl5kdlvr2xeahH8gdyWazOXX/vvv3F8n84kOONXuYoCcedspzWMXZuTt1Cn76Ccb8JRWv4cPBxwe+/hqc+MVReXF27hylZUvw887l9/lrqG+sgX/8w5JC44XcJXcXOvvdWs5mgHfPOLx8rDvNccfclcZVV8HKlTan7KJF5c5T8ygiIiIicjGPOvOtU6cO3t7ehWbRpqSkFJoZmyc0NLTI8T4+PtSuXfuSY/Iec9OmTaSkpBATE4OPjw8+Pj6sWrWKGTNm4OPjQ25urqNeomP06oXh7Q179tArai/btpmFGim5gwchY38yEScTwWaDXr2sDkmAuje0wccHzn6wyLwUWkps/Xrzz/a29eY1zhERHlGodScBAdC0cS7hcybBRx+Zq71JqW2v2pGEsAEE3aW+d84UFQVHj+r8oSxmzZpFZGQkAQEBxMTEsHr16kuOX7VqFTExMQQEBNCoUSPmzJlTaMyiRYuIjo7G39+f6OhoFi9eXOrnHTZs2LkvpM/fOmiRSREREZFy51HFWj8/P2JiYli+fHmB7cuXL6djx45F/kxcXFyh8cuWLSM2NhZfX99Ljsl7zB49erB9+3YSExPzb7Gxsdxzzz0kJibi7e1il3VUr072NdcAcO2xrwBISLAyIPezbh1ce2qZeZV427YQHGx1SAJ49+yOf3htspOPkfX1d1aH41YSEiA6GipvX2tuaN/e2oAqqBbt/NhYuRsGwEXvO1IySw7HsOOmCVS94TqrQ/FojRqZf+7da20c7mbhwoWMGTOGJ554gi1bttClSxf69evHwYMHixy/b98++vfvT5cuXdiyZQsTJ05k1KhRLFq0KH9MQkICgwcPZsiQIWzdupUhQ4YwaNAg1q1bV+rn7du3L0lJSfm3JUuWOCcRIiIiIlIsjyrWAsTHx/Pmm2/y1ltvsWvXLsaOHcvBgwcZPnw4YPaJve+++/LHDx8+nAMHDhAfH8+uXbt46623mDdvHo899lj+mLwWB9OmTWP37t1MmzaNFStWMGbMGACqVq1KixYtCtwqV65M7dq1adGiRbm+/pLKvP56ACqtWkqrFnZ+/NHigNzMunU2qrS/Gq/eveDmm60OR/L4+lLlvgHY7XBk1kdWR+M2zp6FLVsgroMBa88VazWbyhKtWsG6ar3IzARWrAC73eqQ3MqpU+a+3K2b1ZF4vrAws631b79ZHYl7eeWVV3jggQd48MEHad68OdOnT6d+/frMnj27yPFz5syhQYMGTJ8+nebNm/Pggw9y//338/LLL+ePmT59Or169WLChAk0a9aMCRMm0KNHjwIL4Zb0ef39/QkNDc2/1fKg/u8iIiIi7sLjetYOHjyYY8eOMXnyZJKSkmjRogVLliwhIiICgKSkpAKzCCIjI1myZAljx45l5syZhIeHM2PGDAYMGJA/pmPHjixYsIAnn3ySSZMmERUVxcKFC2nvxjPPsjp0gMBASEqib59tvLS8Dampuuq5JA4f9mLPHhgwPgY6x1gdjlyk2tDbSP33POybt8Avv0CTJlaH5PI2bYKcHOhU7wAcPgy+vuaMcSl3zZtDUv1rObGtGmHHj5uVxxgdZ0rEMDgw8Q0i0jrRudPVQPG96uXK2WxmKwQVa0suKyuLTZs2MX78+ALbe/fuzZo1a4r8mYSEBHr37l1gW58+fZg3bx7Z2dn4+vqSkJDA2LFjC43JK9aW5nlXrlxJcHAwNWrUoGvXrjz//PMEX+LqoczMTDIzM/P/nZqaCpgLxdnd4Msmu92OYRhuEaszlTYPF45zl//rktD+YCqPPLjDPqT9QTnIozyYlAdTWfNQ2vEeV6wFGDFiBCNGjCjyvnfeeafQtq5du7J58+ZLPubAgQMZOHBgiWNYuXJlicdawt8f4/rrsX35JbEpSzCMNiQkQJ8+Vgfm+tat8yMgAM51khBXExQE119PxhfLOfHGR9R8+QmrI3J5CQnmJc11tn1rboiJMRuoSrnz8YEOXXxZ90s3buFzbMuXq1hbUjt2UHPRXB7zf59q/ssB7cPO1qgRbNhgdRTu4+jRo+Tm5hZaRyEkJKTQ2gh5kpOTixyfk5PD0aNHCQsLK3ZM3mOW9Hn79evHHXfcQUREBPv27WPSpElcf/31bNq0qcgFcQGmTJnCM888U2j7kSNHyMjIKCYTrsNut3Pq1CkMw6jQi9iVNg9nc87m//3IkSNU8qnkzPDKjfYHU3nkwR32Ie0PykEe5cGkPJjKmoe0tLRSPY9HFmulhPr3h9OnCeh9HS1z4YcfVKwtiXVrfRjm81/8/+h8vmmfuJTQUYM4uGQ5J7/ZSM3cXHC1vtEuJDvbLLbcfjvw6TJz40WzuKR8XXcdvDu/F31Ofk6lb76Bf/xD+3AJpH78NRkZ4Nenm75sKCdRUfD555Cebl6sIyVjsxWc9W0YRqFtlxt/8faSPOblxgwePDj/7y1atCA2NpaIiAj+97//cfvttxcZ24QJE4iPj8//d2pqKvXr1ycoKIhqbnC5lt1ux2azERQUVOE/eJYmD+nZ6fl/DwoKItDXMw4A2h9M5ZEHd9iHtD8oB3mUB5PyYCprHgJK+flExdqKLDYWrr0WgM5pMGcOaoVwGYcOQcBP2+h2agYMed3sKVnJ9b4Jruh8Ytvw8/Dp/HdPB97O8cZfda5ibdtm9qzt0AG47hVzUSs1/LTU1VfDschrOL6hOnVr1oSUFLNBqBQvN5f0xcvw8oLQ+/StY3mJijL/3LsXXLRFv0upU6cO3t7ehWbRpqSkFJr1mic0NLTI8T4+PtSuXfuSY/IesyzPCxAWFkZERAR79uwpdoy/v3+Rs269vLzc5oOczWZzq3idpTR5uHCMp+VO+4PJ2Xlwl31I+4NykEd5MCkPprLkobQ5q9gZlnwdO5r955YutToS1/b999Av5X1zBtFNN6lQ66psNto82pm0sz5aPO8yEhLMOmBEBBAeDkOH6hsbi3l5QeduPkxu+RG58z9UobYEjI2byEw+jm/t6vh31eJ45aVePXNRvHMTPeUy/Pz8iImJYfny5QW2L1++nI4dOxb5M3FxcYXGL1u2jNjYWHx9fS85Ju8xy/K8AMeOHePQoUOE6RgkIiIiUq5UrBU4dIjqH87l1p6n+egjOHbM6oBck2HAL//7lXaZCdi8veDee60OSS4hLAxat4ZlX+XC8eNWh+OS7HZYu9acVXuJK3DFAtddB39m1GLbNqsjcQ8nFiwlKwu8e/cwG/9KufD2huefh5YtrY7EfcTHx/Pmm2/y1ltvsWvXLsaOHcvBgwcZPnw4YLYVuO+++/LHDx8+nAMHDhAfH8+uXbt46623mDdvHo899lj+mNGjR7Ns2TKmTZvG7t27mTZtGitWrGDMmDElft7Tp0/z2GOPkZCQwP79+1m5ciU33XQTderU4bbbbiuf5IiIiIgIoDYIAvD3v8Pevdz5eAgr/G/mnXfMTVLQvn1w9ab3qFzZgOuvN6cUiUsb2GA92ZOeIe34VVSdN93qcFzO7t1w6hR0DfoJRr9uzhbv2dPqsARo3Nic6LxqFbRtnmE2Ba1Vy+qwXFNWFplffYu3N4QO62t1NCKXNHjwYI4dO8bkyZNJSkqiRYsWLFmyhIiICACSkpI4ePBg/vjIyEiWLFnC2LFjmTlzJuHh4cyYMYMBAwbkj+nYsSMLFizgySefZNKkSURFRbFw4ULat29f4uf19vZm+/btvPfee5w8eZKwsDC6d+/OwoULqVq1ajllR0RERERAxVoB6NsXZs0iYOVShg69mRkzzLXHmje3OjDXsvGLJGKPL6NSXQNjyBA0EdH1tegZysEJh8n4JoWqv/+uAvtFEhKgZk1otOdr+PFHqFxZxVoXYbOdm107+zPsH7+MV98+8OSTVoflkuwHDnEkLYAaYYF4x7SxOhyRyxoxYgQjRowo8r533nmn0LauXbuyefPmSz7mwIEDGThwYJmft1KlSnz99deX/HkRERERKR9qgyBmsRZgwwZ6tkqhcWN4/XXzEmkxGQYYH/wfVSvbyWnXVpVsN+HTqAFn23YkLc0g5+33rA7HpRiGWaxtf40d24pzfQz7aGEmV9K1K/xpq0v60bPw7beQk2N1SC5px9konmy7hKyZc82GvyIiIiIiIm5Mn2rEvNa2dWswDGzLvubhh+G332DFCqsDcx179kByZk0CQ6pydtAgq8ORUgh+/C/Yc+HUu5+a/5ECmG09Dh+G62slQkoKVKkCcXFWhyUXqFcPjLbtOJJbC1JTYf16q0NySStXQkiYF1HX1bU6FBERERERkSumYq2YbrjB/POjj2h+VQ7du8O778KZM9aG5Sq+/x42trqfSt98QXbbtlaHI6UQ1LstZzv15MQxO+nP/kvLlp/zxRdmC9Qm+89d9nr99eDnZ21QUkjX7l784N+DXDv6Bq0I2YePk/Cjna5dtUieiIiIiIh4BhVrxdS/v1m5+fNP+Oorhg2DrCyYP9/qwKxnGPDDD9C5M3hVCVRFwA1d9Z9R4OvHyRUbMVausjocyx05At99B7ffnIP3d9+YG3v3tjYoKVKXLrCpVi/zi7NvvzUXGpN8Rx99mn98149elddYHYqIiIiIiIhDqFgrpoAAGDIEAgPh7Flq1YJBg+DLL+HQIauDs9b+976nzq8JdOmsGZnuKqBRON5D7+VMOhz4LNHqcCy3eLH5q9639gY4edJcZeyaa6wOS4pQpw5UimvDH1714fRp86AspuPHMdauo47tGCHt1AJBREREREQ8g4q1ct4dd5iFgHM9WW+5BYKD4dVXITPT4tiskpuL7V8vM3L332i+/yuro5Er0PDpYXx311yeOTWGjAyro7HOqVPw9ddw443gX9kH2rSBXr3A29vq0KQY13Xz4ovKd5GTC3z8sVp5nJPx349IP50L0VdDRITV4YiIiIiIiDiEirVyXkAAVKuW/08/P3jsMThwAKZOrZgLkecu+Rr7H3/iF1wDW4/rrQ5HroCtciA3P9WW1FRYuNDqaKzzxRfg5QU33YQ5m/bNN81fdHFZnTrBxrCb2NXpIZg1S61YAM6eJW2e+Ytca8wQi4MRERERERFxHBVrpTDDgA0bYP16mjSBiRMhMRFmzKhgE7qOH+f05H+Rmws+991jFrPFrYWGmhPHv51/mCPzPrM6nHKXnm5Onu/TB6pWveAOL70VuLJq1aBV+0rMtj+CvVYdq8NxCcbiTzmbnIo9vD5VbtIXaSIiIiIi4jn0CV0K+/xz+Otf4aWXwG6nbVuIj4eVK2HevApSsDUMeOEFTv9+itNhTQj5+71WRyQOcvt1R5mUOIDMJ5/D2P2z1eGUq6++Mlua3HorsGSJ2a9W3MIdd5j9w9fkraNVES91yJOTw5k33iczC3z+MkRfNoiIiIiIiEfRJxwprEcPc9rdvn3wjblSfJcuMHw4fPYZfPSRxfGVh6++InPZStIyfMid9DT4+lodkTiIb1gdqtzYlbNnDZLGTIXsbKtDKhdZWebvb/fuUOfkr/DPf8LNN0NqqtWhSQk0bQrt2sE3s3/BGDHS/P+rqDZu5Mzew2RVrkXk3260OhoRERERERGHUrFWCqtSBe66y/z7m2+C3Q5A//5w993w3//C0qUWxudsZ87Ayy9z8iSsiX6INoOaWB2ROFjo86OoVDuQs+u3k/bktAoxXfybb8yJtAMGAG+9ZW7s1KlAn2pxbXfdBX/+CWe+XQcrVkBystUhWeJs6w48H/1/JD3wJDZ/P6vDERERERERcSgVa6Vod94JlSvDb7+Z/Q8u2HzjjTBzJsyZA2fPWhei01SuzOknppDg352qo4bh42N1QOJwISHUeWMKXj5enHz3U3Lfn291RE6VmwuLFpm12bq5B2H5cvOOv/zF2sCkVJo1g+DOTdjiew2G3Q4LFlgdkiV++AH2+zWh9d+uszoUERERERERh1OxVopWrdr52bVz55rVHsxFyB9+GB56yJzYNXIkbNliYZxOsuRYe/7b6iX69ve2OhRxkoAenQh4fDSZGXDiqekXNAP1PD/8AIcPm31PeecdcyZxly7QRLPG3c1dd8EX1e7lzBlg8WLzSoCK5MQJvv7abAkRFGR1MCIiIiIiIo6nYq0U7+67zZYIe/aY02jPsdnMVpczZ0J4uNk6cfp0OH3aulAdIiUFkpLIyYH//Q+6dTNb94rnCvv73WT2vYUTx+0cmfmh1eE4RXo6vPcexMZCo0pJ5s4NcP/91gYmZRIdDX5d4/g1uyHGmTNmI+KKIjGRzOv70fJ/U+ndy/Nbl4iIiIiISMWkYq0Ur1o1eOIJCA42Z+FdJCQEnn0WRo2CtWthxAizFeY338Avv0BGhgUxl9Xp0zB+PAwezM7Z33P8uFmQFg9nsxH93ni2dR3F47aXOHXK6oAc7803zTXEhg/HbDidmwvXXgstW1odmpTRnXd78b8a95iTaufPz7/yweO9+y6pJ3II9Mvh2vY2q6MRERERERFxCnXjlEvr1Qs6d4ZKlYq822Yzh8TEwLvvmleSL158/v7gYKhdG3JyIDvbvGVlmfddfTW0b2/+bDEPXz6OHjUrzr/8ApUr8/m2hrRuDRERFsYk5cbm50v3t+9j8Sj497/hqQlZ2Aw7BARYHdoV27DBbE/76KPmlyt4eYGPj2bVurkWLWBB9/78sXAWTZKSsH3/PXTvbnVYzvXbb9i/X01qmg37yPvUS1xERERERDyWPu7I5V1YSd23D+rWBb+CK3DXqgVjx5p/z8iA33+HgwfN24kT4Otb8Jadbfa6XbnSrB21amUWbrt0KefWA4cOmY13//wTatVi79j/sH5WAyY9VI4xiOXy9t+nn4ZdD7xMtH0HvPyy2efDTaWlwX/+Y34Z0rv3uY2PPWYuKlarlqWxyZUbNMSfT759hDsGedG4a1erw3Euw4BXX+XMGUis0Z1OdzWwOiIRERERERGnUbFWSm7ZMnjmGbjlFnj88WKHBQRA48bm7XIOH4b16802Cq+/bs7KffZZCA11YNzF2b3bnFF7/LhZgJ45k0Xz6xEWBtdcUw7PLy4lJgYG9zxG1vPfkRl6Av9774UXXoAOHawOrUxmzza/FBk1ypwBn692bctiEsdp2RI+6DmQmUnwkh18PLmp0RdfwJo1nDjjx57+f2VAPasDEhERERERcR5P/ngnjlalCmRmwocfmoVbBwgJgZtuguefh7lzzau0x42D/fsd8vDF++03ePhhs1DbtCm8/TbHKtXjxx/hxhsvKm5JhTHor7VZcMP7bM2KxjiVCn/7G7z9tjmzz42sXm3e/vrXc5NoV6ww23yIx7DZYNgw81g5fToYZ9I98/84ORn+9S+ysuHjOsO5ZlCk1RGJiIiby7XnsiF5A0v2LmFD8gZy7RWk97uIiLgNFWul5Dp2PN/r8tlnYds2hz58cDBMmwY1aphrfe3e7dCHL6hhQ3MqZWwsvPEG1KrFZ5+Z3R169nTi84pL8/ODhyeF8GKTN9na8BazSDtzpjmT/PRpq8MrkePHzVm1nTufWxcwKQmeew7uvhs2b7Y6PHGg5s3h73+Hn5fu40D7QRijR7vNflpihw6Btze/+LVkW8t76dzZ6oBERMSdrTiwgj6L+nD/1/czbvU47v/6fvos6sOKAyusDk1ERCSfirVSOo88YhY4z56FBx80l5q32x328DVqmFeeN2wITz5p9rV1iL174Z//NGdpAXh7w5QpMGMGVK5MSgp8+SXcdhsEBjroOcUtNWoEA+/245/Zk/hj6ESzqfJ335n9BFxcTo7Zp9bb25xVa8vJNr/5OH0aoqOhTRurQxQH69wZ7vp7OElHfTm26wjGjP9YHZJjXXMN+1/8kJdrPs+dd3vh7291QCIi4q5WHFhB/Mp4DqcfLrA9JT2F+JXxrDiogq2UnGZoi4gzeWSxdtasWURGRhIQEEBMTAyrV6++5PhVq1YRExNDQEAAjRo1Ys6cOYXGLFq0iOjoaPz9/YmOjmbx4sUF7p89ezatWrWiWrVqVKtWjbi4OL766iuHvi6X4O0N//oX9OljFmnnzIHhw80qkYNUrmy2xm3VCiZPhh9+KOMDHT5stmt4/HEYNAiWLIH33jt/f0BA/kJp779vPu9tt115/OL+7rjD7Ln87M7byZo5FyIi4K67zg/IyYFc1zoh27cP4uPNLzhGjYJq1YBXX4WdO81/TJ1q9hkRj3N9P39yxj/JiZNw/M1FDvyWyzW882UdAhqF66oHEREps1x7LlPXT8WgcGurvG0vbniRXMO1zu+Ko0KhtTRDW0SczeM+uS9cuJAxY8bwxBNPsGXLFrp06UK/fv04ePBgkeP37dtH//796dKlC1u2bGHixImMGjWKRYsW5Y9JSEhg8ODBDBkyhK1btzJkyBAGDRrEunXr8sfUq1ePqVOnsnHjRjZu3Mj111/PLbfcws6dO53+mstd5crmZdWTJ5vTUFu0MGcfOpC/P0ycCJ06wUsvXaYlQnb2+b9nZpozCfv3hxtuMB/k22/N+66/3lwc7SJ798LKlXDPPWb9VsTb2yx8HjkC72xqafZp7tHj/IBPPjG/AFi6FLKyrAsUs268YAGMHWt2bXjllXML5K1YYd4B5rcf4eGWxinO1WVMDBn9buP4cfhzxHOW75dXxG43j92rVrFtG2zaBEOGOPxtRkREKpDNKZsLzai9kIHB4fTD7DixoxyjKhsVCq112Rna+n8oF/rCQjydx330eeWVV3jggQd48MEHAZg+fTpff/01s2fPZsqUKYXGz5kzhwYNGjB9+nQAmjdvzsaNG3n55ZcZMGBA/mP06tWLCRMmADBhwgRWrVrF9OnTmT9/PgA33XRTgcd9/vnnmT17NmvXruXqq6921su1js1mFkTbtIGgoPPbly83K1wdO5qzEa9gpS4fHxgzxpwg+9Wor2g4IIWA9ONmU85jx+DoUfPOq64y2zGAOVN261YzBi8vaNIEWreGAQPM69svYhjw1ltQty706lXmUMUD1asH991n7lodOnjTqtW5OwwDFi2CAwfMXh01apir5N12GzRoUK4x7t8P//63+ecdd8Cdd54raB08aH6ZAjB06LnmteLpWr4xij86fs+ZXQdYd+9/aPVOPJUC3XC1xI8/hmXLML7/ng9bfU6TJrXo2NHqoERExJ0dST9SonHHMo85OZIrk1covHiGcF6h8JVur9AzQpeiOMvlZmjbsDFt/TS61++Ot5e3BRGWXK49l80pmzmSfoSgwCDaBbdz+ZjzrDiwgqnrpxYomIcEhjD+2vHa/8VjeFSxNisri02bNjF+/PgC23v37s2aNWuK/JmEhAR69+5dYFufPn2YN28e2dnZ+Pr6kpCQwNixYwuNySvwXiw3N5ePPvqIM2fOEBcXV2y8mZmZZGZm5v87NTUVALvdjt2BfWAvZrfbMQzDMc8RGpr3oADYPvzQvAT3lVcgLAyjY0do2dKcslqtmtnvNs8PP0BKill4PXECW14B9sgRqFsXY/ZsvLzMBXT+aDeTEzuTCQ0rIobDhzEufC1//ztUr2726KxU6cIXXuhHN2+GxEQbTzxhYLNdvv2uQ3NXwbhj7m68EdautfHvf8OMGQaVK5+74803Yf58bIsXm/vrf/9r3tq2xRg82JzF7UB5ucvNtbN/P2zfbnY3WL/eRng4vPiiwVVX5Y0FPvsMW3o6tGmDMXy4Q/tKuxt33O/KrHJlQqeP49TDj2NbPp/Xb4gi9tmbiYsr2/dmluRu+XJs//oXAD/3fpTE9TV57jk7hmF+T+IuKtR+52DF5U65FE/izkUSdxUUGHT5QUBt/9pOjqTsPKlQ6K5KMkM7OT2ZzSmbuSb0mnKMrHTcudjpSV9Y6L1ALsWjirVHjx4lNzeXkJCQAttDQkJIzltY6iLJyclFjs/JyeHo0aOEhYUVO+bix9y+fTtxcXFkZGRQpUoVFi9eTHR0dLHxTpkyhWeeeabQ9iNHjpCRkXHJ13ol7HY7p06dwjAMvBzcwzLgmmvwzcnBd/t2bAcPmjP8zl2KnRMRwak33sgfW+O55/A+XPSbXW52NidTUvL/Hdg3lhWrsmnevAqNr62CUbMm9tq1zVudOhgXjKVFC/PPtDTzVgy7HWbPrkpkpEHDhqe58CGK/xnn5c7TuWvu7rnHiyefrMozz+QyduxpvPPeP2++GW64Ad/16wn46it8N2zAtn49GTVqcCZvHzQMs7dtGa/fNgz44w8vduzwZutWb/bvz+LMGS+8vaFx4xxuvDGbPn0y8fWl4P47cCD+AQFkxcVhHHPtGSLO5q77XZldHU3A4w9R87u1pIR3YvLkLFq1yuG++9IJDi5dsau8c+e/dCmVX30Vm91ORtduTNlzI82anSE0tGTHZ1dS4fY7Byoud2mXeD8XcSfuXCRxZ+2C2xESGEJKekqRxU4bNoIDg2lRs4UF0ZWMpxQK3VlJZ2iXdJwV3LnY6UlfWOi9QC7Ho4q1eWwXTSEyDKPQtsuNv3h7SR6zadOmJCYmcvLkSRYtWsTQoUNZtWpVsQXbCRMmEB8fn//v1NRU6tevT1BQENWqVbvEK7wydrsdm81GUFCQ4z9EPvigeUtPh40bISEB24EDkJ2NT3g4/sHB58d26oTt5EmM2rWhZk2oVQvq1IGgILxDQgi+YGzwm/9k5evw/DIbL/UziupoUGrffAOHD9t46SWDkJDAEv2MU3Pn4dw1d8HB8M9/wtNP2/j000CGD79oluItt5i3lBT47DMqX3MNlfP23d27sY0ahdGzp9lno3Xryy7ydfiw2clj2zbYts3GyZPg42NQt246t93mT6tWNpo2BX9/v4I/mJ5ufjmR98XSAw84LAfuzF33uyvy0EPwwAM85+XFunXwxut+PP1UILfdDrfeyvkZ4pdRrrn7v//D9tpr4O2NMXAgq1uP49gcbyY9ZRAcXLLjsyupkPudgxSXuwA1lRcP4M5FEnfn7eXN+GvHE78yvtB9NswTu8eveRxvm+sWeDyhUOjuSjpDu6Tjypu7Fzs95QsLvRdISXhUsbZOnTp4e3sXmvGakpJSaGZsntDQ0CLH+/j4ULt27UuOufgx/fz8aNy4MQCxsbFs2LCBV199lddff73I5/b398ff37/Qdi8vL6d/uLPZbM59nipVoFs383bh8174j6eeKrztEh54wFxo7OWXbUyffmWLgWVlwQcfmK08mzcv3fXBTs+dB3PX3LVrByNGwMyZNho0MFvUFhIaCo88UnDbypVw8iS2jz82+3AGBZkLlfXubc4AP5cHwzC7hyxeDImJZjG4cePz9d2mTQ1OnTpNcHBg0bnbuNHsUVurltmE2c3y62zuut9dkXOvNa6DQey6WSSuzWDq4niWLLFx++3mPlySY2i55G7DBshrK3TffWQ9/DcWPmKje3do3NgNe+6eUyH3OwcpKnfKo+Rx18tG3b1I4gl6RvTklW6vMGX9FFLSz1+yERIYwrhrx3F9/etJceFLOdy9UOgJSjJDOyQwhHbB7SyI7vLcvdjpCV9YeNJ7gbu+H7sLjyrW+vn5ERMTw/Lly7ntttvyty9fvpxbbrmlyJ+Ji4vjiy++KLBt2bJlxMbG4uvrmz9m+fLlBfrWLlu2jI6XWfHEMIwCPWnlyvj5weOPm4uOzZ4NF7URLpXPP4dTp8wFpERKom9f+PNPmDvXrMteU5Lzl0cegbZtYelSWLXK7G+7YIF5Cw4me+YbfL+3Hp9+ai4SFhUF8fFw7bUFZz8W26rx7Fn4z3/gww/Pb0tOhvDwsr9Q8Sy7duH7/ttcA/y3XxYfBI/l//4vgE8/hYEDzXUii/jOsHzFxsLgwVC7Nvahf+HtuTZSU+Heey2OS0RcjjtfNuruRRJP0TOiJ+1D29Nxgfk5blaPWXQM74i3l7fL98Z290KhJyjJDO1x145z2YKVuxc7PeELC095L3Dn9+MLuXLB2aOKtQDx8fEMGTKE2NhY4uLieOONNzh48CDDhw8HzNYDf/zxB++99x4Aw4cP57XXXiM+Pp6HHnqIhIQE5s2bx/z58/Mfc/To0Vx33XVMmzaNW265hc8++4wVK1bwww8/5I+ZOHEi/fr1o379+qSlpbFgwQJWrlzJ0qVLyzcBHq5uXXOG4yuvmIWtm28u/WPs3g3z50O/fhBW1IJlIsUYNsws2L74onmLjLzMD3h7Q1ycecvKgnXrYPlyjJWrOPpnNv/4ZxjHTpqF33/U/T/q17Vjq98BfBsAfkU/Zm4u/Pwz7NoF770Hf/xhbh8wAEaPhkD3u2RcnCg6Gp58Ep5/nsCvFvFQ8GoGDXmU94/25d13vfjkE7jhBvN4WL16OcVkGGYfmkaNzJvNBo89xvETNv71T3MBvYceOt/RQ0QE3P+yUXcvkniSCz+Ix4TEuMwH88tx90Khp7jcDG1XPg65e7HTE76w8IT3ghUHV/DYqsfc9v04j6sXnD2uWDt48GCOHTvG5MmTSUpKokWLFixZsoSIiAgAkpKSOHjwYP74yMhIlixZwtixY5k5cybh4eHMmDGDAQMG5I/p2LEjCxYs4Mknn2TSpElERUWxcOFC2rdvnz/m8OHDDBkyhKSkJKpXr06rVq1YunQpvXr1Kr8XX0F0727OQpw7F3x9zSJDSR06BM88A02amIU3kdLw8oLHHoNx48yuA//6l9l5oET8/KBLFxKrdmHe4Syy9hygTYw3AwZA/XoG3PC+2ff2VcziVe3a5hTe0FCzJ8KNN5qPc/ZswSnhISFmU90LjkciBdx6q9kX/OWXISmJ6v/6JyOjFzB45FgW/tKWjz4yJ2dfd535BZgjeoIXa/16eO01+Okn6Nw5v/3B1m02Xn7Z/B174YXz60SKiIBnXDbq7kUScQ3uXCj0JJeaoe3K3L3Y6QlfWLj7e0GukcuLG1506/djcI8vgD2uWAswYsQIRowYUeR977zzTqFtXbt2ZfPmzZd8zIEDBzJw4MBi7583b16pYpQrM2wYZGfDrFng42P29ryco0fNmladOuZEM79iJi6KXEpAgLkfxcfDqFFmHax//8tPaE1KgnnzzMm1V1/tx9g3rzpfFMvJNa/5XrsWNm+GjAxzhz16FHbswJaScr5YW6UKtGxpPmHr1nDPPSVfMUoqrq5dzRne8+ebO+JPP1HntacZ+ckn3HefN8uWwZdfmhNeW7QwZ9uWqNVHSaSlwaZN8NFH5i8AmPtvdDT2HDsLPvRiwQJzd/7736FGDQc9r4h4DE+4bNTdiyTiOty1UOhp3HGGticUO939Cwt3fy/YcWKH278fu8sXwFqtQdySzWZeJtu/v9my89tvLz0+Lc0ssHl5mTNrVduSK1G7tjlJMS7OXKju/vvh/fchNfX8GMMwOxSsXg1z5pjtO377zZyVO2XKRbMXfXzg7rthxgzzB1asgP/+F156Cf7+d4zbby8YwNtvw8yZ8PDD2pml5Pz8YOhQ+PTT820zvL2pWhUGdElhnu8j/KvF29Q+spsXp9r5y19s/N//VeLQoSt4ztdeMxfVe+wxs1Dr40PW7Xey47lP+bDGwzw+3izU3n23eWxWoVYqglmzZhEZGUlAQAAxMTGsXr36kuNXrVpFTEwMAQEBNGrUiDlz5hQas2jRIqKjo/H39yc6OprFixeX+nkNw+Dpp58mPDycSpUq0a1bN3bu3HllL9ZBPOGy0bwiSVHcpUgirsMdC4XiGvKKncGBwQW2hwSGuMRswpLoGdGTT2/+NP/fs3rMYumApW4Ru7u/FxzLPFaica78flyaL4Ct5JEza6VisNlg+HDIyTGvpPX2NiePXSwjwywCnDpl9hkt8WXrIpcQFAQjR8Kdd5q1r7xb+/bmOmL79pn7Hpizue+4w6yPXXYxJ5vNrFjVqAHNm5vb7HazRYKII9SqBRMmFNyWkIDX5k00YROPMZO/5XiRklOL336ozabXQll03VCaDWpFVBQ0zNiN/9pV5jcSublw7Ji506ekmH++/DK0a0dODpzyDycgzc6pmg35LbgDS2vezfa14RgJ5vcMTZrAc89Bq1bWpEKkvC1cuJAxY8Ywa9YsOnXqxOuvv06/fv346aefaNCgQaHx+/bto3///jz00EO8//77/Pjjj4wYMYKgoKD8ll0JCQkMHjyYZ599lttuu43FixczaNAgfvjhh/yWXSV53hdffJFXXnmFd955hyZNmvDcc8/Rq1cvfv75Z6pWrVp+SSrChZeDGoaBkVV4NgxAFapw5syZEj+u3W4nPT2dM2fO4OXl/DkscXXieP7a5/nXxn9x5Oz5D7IhlUIYGzuWuDpxpYrfUUqbh/TsdOyZ5mJcZ86cwfAt+v/DVRUXf3nvD1fCmf8H5ZEHd9iHLpcHd3gNxYmrE8cHPT6gx8c9APh3t3/TIawD3l7eBY5Brvw7kZGdkZ//ZlWakXE2w2nP5eg8uOp7weXY7XYq51bOz/ullPb9uDwdOnqoyNdg87Nhs9ny/211wdlmGIb7HFU8XGpqKtWrV+fUqVNUq1bNac9jt9tJSUkhODjY5Q66ZWEY8Oqr8N13ZjGsenWzl62vrzmR7LvvYOdOsw/iVVdd2XN5Wu7Kk6fnLjUVvvgCNmwwF8KLijJnz0ZGXvnCTZ6eO2dS7kro8GFYtcpsxbFxI6SnYwDZWdlkZvkyv8MMvjzeEcOA9smfce/+Z/H3A99z7WTs9vO3pZ2fJ6FaHw4fhoDsNPxyz3K2ajB160LTpudv9eqZ3014Iu13ZVdc7srrHMnZ2rdvT7t27Zg9e3b+tubNm3PrrbcyZcqUQuPHjRvH559/zq5du/K3DR8+nK1bt5KQkACY6zWkpqby1Vdf5Y/p27cvNWvWzF8w93LPaxgG4eHhjBkzhnHjxgGQmZlJSEgI06ZN45FHHiny9WRmZpKZmZn/79TUVOrXr8+JEycc+v+Ua8+l3+J+pKSnkJuZy0+P/OSwxxYRERGJfj0aL//z555v9nqzyFYOdrudI0eOEBQUVKrz/NTUVGrWrFnic1nNrBW3Z7OZvUN9feGrr8xetllZZhEXzILtpElXXqgVuZRq1cz2sffcY3UkImUQEgKDBpk3ux2OH8dITibtl1+omZ3Nwz2aMKwa/P47HPkmkpSvB3HiBJxMtZFRqRZZ1YPIqRlEbu1gckPCiQuG8HAID69KeHhVatf23MKsSEllZWWxadMmxo8vePlj7969WbNmTZE/k5CQQO/evQts69OnD/PmzSM7OxtfX18SEhIYO3ZsoTHTzy3gV5Ln3bdvH8nJyQWey9/fn65du7JmzZpii7VTpkzhmWeeKbT9yJEjZGQ4dpbTI00eYXLiZIc+poiIiMjFggKCqGerR0oRV7fa7XZOnTqFYRilKtampaWVKgYVa8UjeHmZl6SPHHl+W26uWbj18tJiYiIiJeblZfbuqFWL7Dp1IDgYvLzww5wt3qhRK3hIfQtESuvo0aPk5uYSEhJSYHtISAjJyclF/kxycnKR43Nycjh69ChhYWHFjsl7zJI8b96fRY05cOBAsa9pwoQJxMefX6gmb2ZtUFCQw2dADwgeQPXq1Zm2fhq8fn57cKVgxsaMpXv97qV+TLvdztGjR6lTp06FngWvPJiUB5PyYFIelIM8yoPpwjys+mMV/970b1LOni9mXsn7cXn77tB3TPxhIkD+QmM2P1t+3+Dx7ccTFhJW5M/a7XZsNlupZ9YGBASUKkYVa8VjeXubNxERERFXYbtomrlhGIW2XW78xdtL8piOGnMhf39//Itoxu7l5eWUD7S9G/amR4MebE7ZzJH0IwQFBtEuuF2ZF2Kx2+2cPXuWqlWrVvgP4MqD8pBHeTApD8pBHuXBdGEebo6+mRua3eCw9+PydnP0zQRWDmTq+qkFFhsLCQxh3LXjLrtYnc1mK/W5Tmn3HRVrRUREREScrE6dOnh7exeaRZuSklJoRmue0NDQIsf7+PhQu3btS47Je8ySPG9oaChgzrANCwsrcoyr8PbyLrKHnIiIiJQfd38/7hnRk+71u7tswbnifi0gIiIiIlJO/Pz8iImJYfny5QW2L1++nI4dOxb5M3FxcYXGL1u2jNjYWHx9fS85Ju8xS/K8kZGRhIaGFhiTlZXFqlWrio1NRERExJ3lFZz7N+rPNaHXuEyhFjSzVkRERESkXMTHxzNkyBBiY2OJi4vjjTfe4ODBgwwfPhwwe8D+8ccfvPfeewAMHz6c1157jfj4eB566CESEhKYN28e8+fPz3/M0aNHc9111zFt2jRuueUWPvvsM1asWMEPP/xQ4ue12WyMGTOGF154gauuuoqrrrqKF154gcDAQO6+++5yzJCIiIiIqFgrIiIiIlIOBg8ezLFjx5g8eTJJSUm0aNGCJUuWEBERAUBSUhIHDx7MHx8ZGcmSJUsYO3YsM2fOJDw8nBkzZjBgwID8MR07dmTBggU8+eSTTJo0iaioKBYuXEj79u1L/LwAjz/+OGfPnmXEiBGcOHGC9u3bs2zZMqpWrVoOmRERERGRPDYjb5UCsVxqairVq1fn1KlTDl9B90J2u52UlBSCg4MrdIPsslDuyk65KzvlruyUu7JT7spOuSu74nJXXudIcmXc7f9Jv6sm5cGkPJiUB5PyoBzkUR5MyoOprHko7TlSxc2wiIiIiIiIiIiIiAtRsVZERERERERERETEBahYKyIiIiIiIiIiIuICtMCYC8lrH5yamurU57Hb7aSlpREQEFChe42UhXJXdspd2Sl3ZafclZ1yV3bKXdkVl7u8cyMtteDayutc1lH0u2pSHkzKg0l5MCkPykEe5cGkPJjKmofSnsuqWOtC0tLSAKhfv77FkYiIiIi4nrS0NKpXr251GFIMncuKiIiIFK+k57I2Q1MUXIbdbufPP/+katWq2Gw2pz1Pamoq9evX59ChQ26xUq8rUe7KTrkrO+Wu7JS7slPuyk65K7vicmcYBmlpaYSHh1fo2RyurrzOZR1Fv6sm5cGkPJiUB5PyoBzkUR5MyoOprHko7bmsZta6EC8vL+rVq1duz1etWrUK/Ut2JZS7slPuyk65KzvlruyUu7JT7squqNxpRq3rK+9zWUfR76pJeTApDyblwaQ8KAd5lAeT8mAqSx5Kcy6rqQkiIiIiIiIiIiIiLkDFWhEREREREREREREXoGJtBeTv789TTz2Fv7+/1aG4HeWu7JS7slPuyk65KzvlruyUu7JT7qQ8aX8zKQ8m5cGkPJiUB+Ugj/JgUh5M5ZUHLTAmIiIiIiIiIiIi4gI0s1ZERERERERERETEBahYKyIiIiIiIiIiIuICVKwVERERERERERERcQEq1oqIiIiIiIiIiIi4ABVrK6BZs2YRGRlJQEAAMTExrF692uqQXM7333/PTTfdRHh4ODabjU8//bTA/YZh8PTTTxMeHk6lSpXo1q0bO3futCZYFzJlyhSuueYaqlatSnBwMLfeeis///xzgTHKXdFmz55Nq1atqFatGtWqVSMuLo6vvvoq/37lreSmTJmCzWZjzJgx+duUv6I9/fTT2Gy2ArfQ0ND8+5W3S/vjjz+49957qV27NoGBgbRp04ZNmzbl36/8Fa1hw4aF9jubzcbIkSMB5U3KrrTnuKtWrSImJoaAgAAaNWrEnDlzCtw/d+5cunTpQs2aNalZsyY9e/Zk/fr1znwJDuHoPFxowYIF2Gw2br31VgdH7XjOyMPJkycZOXIkYWFhBAQE0Lx5c5YsWeKsl+AQzsjD9OnTadq0KZUqVaJ+/fqMHTuWjIwMZ70EhyhNHpKSkrj77rtp2rQpXl5eBc4pL7Ro0SKio6Px9/cnOjqaxYsXOyl6x3F0HirCcbKk+0MeTz1OljQPnn6cLGkervg4aUiFsmDBAsPX19eYO3eu8dNPPxmjR482KleubBw4cMDq0FzKkiVLjCeeeMJYtGiRARiLFy8ucP/UqVONqlWrGosWLTK2b99uDB482AgLCzNSU1OtCdhF9OnTx3j77beNHTt2GImJicYNN9xgNGjQwDh9+nT+GOWuaJ9//rnxv//9z/j555+Nn3/+2Zg4caLh6+tr7NixwzAM5a2k1q9fbzRs2NBo1aqVMXr06Pztyl/RnnrqKePqq682kpKS8m8pKSn59ytvxTt+/LgRERFhDBs2zFi3bp2xb98+Y8WKFcavv/6aP0b5K1pKSkqBfW758uUGYHz33XeGYShvUjalPcfdu3evERgYaIwePdr46aefjLlz5xq+vr7Gxx9/nD/m7rvvNmbOnGls2bLF2LVrl/GXv/zFqF69uvH777+X18sqNWfkIc/+/fuNunXrGl26dDFuueUWJ7+SK+OMPGRmZhqxsbFG//79jR9++MHYv3+/sXr1aiMxMbG8XlapOSMP77//vuHv72988MEHxr59+4yvv/7aCAsLM8aMGVNeL6vUSpuHffv2GaNGjTLeffddo02bNgXOKfOsWbPG8Pb2Nl544QVj165dxgsvvGD4+PgYa9eudfKrKTtn5KEiHCdLkoc8nnycLEkeKsJxsiR5cMRxUsXaCubaa681hg8fXmBbs2bNjPHjx1sUkeu7uFhrt9uN0NBQY+rUqfnbMjIyjOrVqxtz5syxIELXlZKSYgDGqlWrDMNQ7kqrZs2axptvvqm8lVBaWppx1VVXGcuXLze6du2a/8ap/BXvqaeeMlq3bl3kfcrbpY0bN87o3LlzsfcrfyU3evRoIyoqyrDb7cqblFlpz3Eff/xxo1mzZgW2PfLII0aHDh2KfY6cnByjatWqxrvvvnvlATuJs/KQk5NjdOrUyXjzzTeNoUOHunwRwhl5mD17ttGoUSMjKyvL8QE7iTPyMHLkSOP6668vMCY+Pv6S74lWu5LPwBeeU15o0KBBRt++fQts69Onj3HnnXdeUazO5Iw8XMwTj5MXulQePP04eaHi8lARjpMXKi4PjjhOqg1CBZKVlcWmTZvo3bt3ge29e/dmzZo1FkXlfvbt20dycnKBPPr7+9O1a1fl8SKnTp0CoFatWoByV1K5ubksWLCAM2fOEBcXp7yV0MiRI7nhhhvo2bNnge3K36Xt2bOH8PBwIiMjufPOO9m7dy+gvF3O559/TmxsLHfccQfBwcG0bduWuXPn5t+v/JVMVlYW77//Pvfffz82m015kzIpyzluQkJCofF9+vRh48aNZGdnF/kz6enpZGdn55/XuBpn5mHy5MkEBQXxwAMPOD5wB3NWHj7//HPi4uIYOXIkISEhtGjRghdeeIHc3FznvJAr5Kw8dO7cmU2bNuVf6r53716WLFnCDTfc4IRXceWc9Rm4uFy56ntVedUCPPE4WVKefpwsiYpwnCwJRxwnfcr87OJ2jh49Sm5uLiEhIQW2h4SEkJycbFFU7icvV0Xl8cCBA1aE5JIMwyA+Pp7OnTvTokULQLm7nO3btxMXF0dGRgZVqlRh8eLFREdH579RKG/FW7BgAZs3b2bDhg2F7tN+V7z27dvz3nvv0aRJEw4fPsxzzz1Hx44d2blzp/J2GXv37mX27NnEx8czceJE1q9fz6hRo/D39+e+++5T/kro008/5eTJkwwbNgzQ76uUTVnOcZOTk4scn5OTw9GjRwkLCyv0M+PHj6du3bqFvhR0Fc7Kw48//si8efNITEx0VugO5aw87N27l2+//ZZ77rmHJUuWsGfPHkaOHElOTg7//Oc/nfZ6yspZebjzzjs5cuQInTt3xjAMcnJy+Otf/8r48eOd9lquhLM+AxeXK1f9XF1etQBPPE6WREU4TpZERThOloQjjpMq1lZANputwL8Nwyi0TS5Peby0Rx99lG3btvHDDz8Uuk+5K1rTpk1JTEzk5MmTLFq0iKFDh7Jq1ar8+5W3oh06dIjRo0ezbNkyAgICih2n/BXWr1+//L+3bNmSuLg4oqKiePfdd+nQoQOgvBXHbrcTGxvLCy+8AEDbtm3ZuXMns2fP5r777ssfp/xd2rx58+jXrx/h4eEFtitvUhal3W+KGl/UdoAXX3yR+fPns3Llyku+17gCR+YhLS2Ne++9l7lz51KnTh3HB+tEjt4f7HY7wcHBvPHGG3h7exMTE8Off/7JSy+95JJFiDyOzsPKlSt5/vnnmTVrFu3bt+fXX39l9OjRhIWFMWnSJAdH7zjOeF9xx/cqZ8bsycfJS6lIx8nLqSjHyctxxHFSxdoKpE6dOnh7exf6hiAlJaXQNwlSvLyV0pOTkwvMulAez/vb3/7G559/zvfff0+9evXytyt3l+bn50fjxo0BiI2NZcOGDbz66quMGzcOUN6Ks2nTJlJSUoiJicnflpuby/fff89rr73Gzz//DCh/JVG5cmVatmzJnj178lewVd6KFhYWRnR0dIFtzZs3Z9GiRYCOdyVx4MABVqxYwSeffJK/TXmTsijLOW5oaGiR4318fKhdu3aB7S+//DIvvPACK1asoFWrVo4N3oGckYedO3eyf/9+brrppvz77XY7AD4+Pvz8889ERUU5+JVcGWftD2FhYfj6+uLt7Z0/pnnz5iQnJ5OVlYWfn5+DX8mVcVYeJk2axJAhQ3jwwQcB88veM2fO8PDDD/PEE0/g5eVanRad9Rm4uFy56nuVs2sBnnycvJzffvutQhwnS6IiHCdLwhHHSdc6kopT+fn5ERMTw/LlywtsX758OR07drQoKvcTGRlJaGhogTxmZWWxatWqCp9HwzB49NFH+eSTT/j222+JjIwscL9yVzqGYZCZmam8XUaPHj3Yvn07iYmJ+bfY2FjuueceEhMTadSokfJXQpmZmezatYuwsDDtd5fRqVOn/C8C8vzyyy9EREQAOt6VxNtvv01wcHCB/l3Km5RFWc5x4+LiCo1ftmwZsbGx+Pr65m976aWXePbZZ1m6dCmxsbGOD96BnJGHZs2aFXqPvfnmm+nevTuJiYnUr1/faa+nrJy1P3Tq1Ilff/01vwgD5nE/LCzM5QoQ4Lw8pKenFyo0eHt7Y5iLlzvwFTiGsz4DF5crV32vcmYtwNOPk5dTUY6TJVERjpMl4ZDjZImXIhOPsGDBAsPX19eYN2+e8dNPPxljxowxKleubOzfv9/q0FxKWlqasWXLFmPLli0GYLzyyivGli1bjAMHDhiGYRhTp041qlevbnzyySfG9u3bjbvuussICwszUlNTLY7cWn/961+N6tWrGytXrjSSkpLyb+np6fljlLuiTZgwwfj++++Nffv2Gdu2bTMmTpxoeHl5GcuWLTMMQ3krrYtX5lT+ivb3v//dWLlypbF3715j7dq1xo033mhUrVo1/z1BeSve+vXrDR8fH+P555839uzZY3zwwQdGYGCg8f777+ePUf6Kl5ubazRo0MAYN25cofuUNymLy53jjh8/3hgyZEj++L179xqBgYHG2LFjjZ9++smYN2+e4evra3z88cf5Y6ZNm2b4+fkZH3/8cYHzmrS0tHJ/fSXljDxczB1WOXdGHg4ePGhUqVLFePTRR42ff/7Z+PLLL43g4GDjueeeK/fXV1LOyMNTTz1lVK1a1Zg/f76xd+9eY9myZUZUVJQxaNCgcn99JVXaPBiGkf9ZMCYmxrj77ruNLVu2GDt37sy//8cffzS8vb2NqVOnGrt27TKmTp1q+Pj4GGvXri3X11YazshDRThOGsbl83AxTzxOGsbl81ARjpOGcfk8OOI4qWJtBTRz5kwjIiLC8PPzM9q1a2esWrXK6pBcznfffWcAhW5Dhw41DMMw7Ha78dRTTxmhoaGGv7+/cd111xnbt2+3NmgXUFTOAOPtt9/OH6PcFe3+++/P/70MCgoyevTokV+oNQzlrbQuLtYqf0UbPHiwERYWZvj6+hrh4eHG7bffXuBEQ3m7tC+++MJo0aKF4e/vbzRr1sx44403Ctyv/BXv66+/NgDj559/LnSf8iZldalz3KFDhxpdu3YtMH7lypVG27ZtDT8/P6Nhw4bG7NmzC9wfERFR5HnNU089VQ6vpuwcnYeLuUMRwjCck4c1a9YY7du3N/z9/Y1GjRoZzz//vJGTk+Psl3JFHJ2H7Oxs4+mnnzaioqKMgIAAo379+saIESOMEydOlMOrKbvS5qGo3/2IiIgCYz766COjadOmhq+vr9GsWTNj0aJF5fBKroyj81BRjpMl2R8u5KnHyZLkoSIcJy+XB0ccJ23nnkhERERERERERERELKSetSIiIiIiIiIiIiIuQMVaERERERERERERERegYq2IiIiIiIiIiIiIC1CxVkRERERERERERMQFqFgrIiIiIiIiIiIi4gJUrBURERERERERERFxASrWioiIiIiIiIiIiLgAFWtFREREREREREREXICKtSIiIiIiIiIiIiIuQMVaEREpkaysLBo3bsyPP/542bGZmZk0aNCATZs2lUNkIiIiIiLnlea8tTS+/PJL2rZti91ud+jjiohcyGYYhmF1ECIi4hhr1qxhxIgRRd7Xt29fpk6dSs+ePTl69GiRY9avX4+fn1+R97322mssXryYb775pkSxzJgxg88//5wVK1aULHgRERERqTDK+7zVZrOxePFibr311gJjhw0bxsmTJ/n0009LFHe7du2Ij4/n3nvvLdF4EZHS8rE6ABERcZzU1FRuvfVWnn766QLb9+/fz/jx4wE4ffo0iYmJhX62W7dul5wl8J///KfQ417KPffcwz/+8Q927dpF8+bNS/xzIiIiIuL5XOm8tTT+8pe/8J///EfFWhFxGrVBEBGRy9q8eTO//vorN9xwQ/62rKwsHn30UcLCwggICKBhw4ZMmTIl//7atWvTsWNH5s+fb0XIIiIiIlIBFXXeWlL79+/HZrMVunXr1i1/zM0338z69evZu3evA6MWETlPM2tFROSyvv/+e5o0aUK1atXyt+W1Ofjwww9p0KABhw4d4tChQwV+7tprr2X16tXlHa6IiIiIVFBFnbeWVP369UlKSsr/d3JyMj179uS6667L3xYREUFwcDCrV6+mUaNGDolZRORCKtaKiMhl7d+/n/Dw8ALbDh48yFVXXUXnzp2x2WxEREQU+rm6deuyf//+copSRERERCq6os5b89x11114e3sX2JaZmZk/C9fb25vQ0FAAMjIyuPXWW4mLiyvUUkHnuCLiTCrWiojIZZ09e5aAgIAC24YNG0avXr1o2rQpffv25cYbb6R3794FxlSqVIn09PTyDFVEREREKrCizlvz/Pvf/6Znz54Fto0bN47c3NxCYx944AHS0tJYvnw5Xl4FO0jqHFdEnEk9a0VE5LLq1KnDiRMnCmxr164d+/bt49lnn+Xs2bMMGjSIgQMHFhhz/PhxgoKCyjNUEREREanAijpvzRMaGkrjxo0L3KpWrVpo3HPPPcfSpUv5/PPPi7xf57gi4kwq1oqIyGW1bduW3bt3YxhGge3VqlVj8ODBzJ07l4ULF7Jo0SKOHz+ef/+OHTto27ZteYcrIiIiIhVUceetJbVo0SImT57Mhx9+SFRUVKH7MzIy+O2333SOKyJOo2KtiIhcVvfu3Tlz5gw7d+7M3/bvf/+bBQsWsHv3bn755Rc++ugjQkNDqVGjRv6Y1atXF2qNICIiIiLiLEWdt5bUjh07uO+++xg3bhxXX301ycnJJCcnF5iMsHbtWvz9/YmLi3Nk2CIi+VSsFRGRy6pduza33347H3zwQf62KlWqMG3aNGJjY7nmmmvYv38/S5Ysye/plZCQwKlTpwq1RhARERERcZaizltLauPGjaSnp/Pcc88RFhaWf7v99tvzx8yfP5977rmHwMBAR4YtIpJPC4yJiEiJTJw4kZ49ezJx4kSqVq3KQw89xEMPPVTs+FdeeYV//OMfVKpUqRyjFBEREZGK7uLzVqDYtgjvvPNO/t+HDRvGsGHDin3cI0eO8PHHH7Nx40ZHhisiUoBm1oqISIm0bNmSF198kf379192bGZmJq1bt2bs2LHOD0xERERE5AKlOW8tjX379jFr1iwiIyMd+rgiIheyGWXtui0iIi4nISGBv/3tb0Xe16dPH55//nn69u3L0aNHixyzZs0a/Pz8nBmiiIiIiIjOW0VEiqFirYiIiIiIiIiIiIgLUBsEERERERERERERERegYq2IiIiIiIiIiIiIC1CxVkRERERERERERMQFqFgrIiIiIiIiIiIi4gJUrBURERERERERERFxASrWioiIiIiIiIiIiLgAFWtFREREREREREREXMD/A/Kmv793cy9cAAAAAElFTkSuQmCC",
"text/plain": [
"<Figure size 1400x1000 with 6 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"图片已保存到: /home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png\n"
]
}
],
"source": [
"# ==================== 4. 绘图对比 ====================\n",
"\n",
"fig, axes = plt.subplots(3, 2, figsize=(14, 10))\n",
"colors = ['#1f77b4', '#ff7f0e', '#2ca02c']\n",
"\n",
"for i, col in enumerate(action_cols):\n",
" # 左列: 时域对比\n",
" ax_time = axes[i, 0]\n",
" ax_time.plot(t_real, actions_real[:, i], 'b-', alpha=0.7, label='原始信号', linewidth=1)\n",
" \n",
" # 重构信号\n",
" features = all_features[i]\n",
" t_recon = t_real\n",
" signal_recon = np.ones_like(t_recon) * features['mean']\n",
" for comp in features['components']:\n",
" signal_recon += comp['amplitude'] * np.cos(2 * np.pi * comp['frequency'] * t_recon + comp['phase'])\n",
" \n",
" ax_time.plot(t_real, signal_recon, 'r--', alpha=0.8, label='FFT重构', linewidth=1.5)\n",
" ax_time.set_xlabel('时间 (s)')\n",
" ax_time.set_ylabel('速度 (m/s)')\n",
" ax_time.set_title(f'{col} - 时域信号')\n",
" ax_time.legend(loc='upper right')\n",
" ax_time.grid(True, alpha=0.3)\n",
" \n",
" # 右列: 频谱\n",
" ax_freq = axes[i, 1]\n",
" freqs, amps, _ = fft_results[i]\n",
" ax_freq.stem(freqs[:len(freqs)//4], amps[:len(amps)//4], linefmt=colors[i], markerfmt='o', basefmt='k-')\n",
" ax_freq.set_xlabel('频率 (Hz)')\n",
" ax_freq.set_ylabel('幅值 (m/s)')\n",
" ax_freq.set_title(f'{col} - 频谱')\n",
" ax_freq.grid(True, alpha=0.3)\n",
" \n",
" # 标注主频\n",
" main_freq = features['components'][0]['frequency']\n",
" main_amp = features['components'][0]['amplitude']\n",
" ax_freq.annotate(f'f={main_freq:.4f}Hz\\nT={1/main_freq:.2f}s', \n",
" xy=(main_freq, main_amp), \n",
" xytext=(main_freq*1.5, main_amp*0.8),\n",
" arrowprops=dict(arrowstyle='->', color='red'),\n",
" fontsize=9)\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png', dpi=150, bbox_inches='tight')\n",
"plt.show()\n",
"print(\"\\n图片已保存到: /home/frank14f/Frank_LBM/output/250620/var_vis/signal_fft_analysis.png\")"
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"特征文件已保存到: /home/frank14f/Frank_LBM/output/250620/var_vis/signal_features.json\n",
"\n",
"特征文件内容预览:\n",
"{\n",
" \"description\": \"LBM模拟信号FFT特征提取结果\",\n",
" \"conversion_parameters\": {\n",
" \"LBM\": {\n",
" \"viscosity\": 0.002,\n",
" \"velocity\": 0.01,\n",
" \"density\": 1,\n",
" \"diameter\": 40,\n",
" \"control_interval_steps\": 400,\n",
" \"Reynolds_number\": 200.0\n",
" },\n",
" \"Real_world\": {\n",
" \"diameter_m\": 0.036,\n",
" \"velocity_m_s\": 0.005284,\n",
" \"dt_per_lbm_step_s\": 0.0017032551097653293,\n",
" \"dt_control_s\": 0.6813020439061317,\n",
" \"velocity_scale\": 0.005284\n",
" }\n",
" },\n",
" \"signals\": [\n",
" {\n",
" \"name\": \"action1\",\n",
" \"mean\": 0.0008512038149141455,\n",
" \"n_samples\": 100,\n",
" \"dt\": 0.6813020439061317,\n",
" \"total_time\": 68.13020439061317,\n",
" \"components\": [\n",
" {\n",
" \"frequency\": 0.044033333333333334,\n",
" \"amplitude\": 0.0015295375570157808,\n",
" \"phase\": 1.6001886509104652\n",
" },\n",
" {\n",
" \"frequency\": 0.05871111111111111,\n",
" \"amplitude\": 0.0001245949831349201,\n",
" \"phase\": -1.4115671949346449\n",
" },\n",
" {\n",
" \"frequency\": 0.1321,\n",
" \"amplitude\": 0.00011396701317243492,\n",
" \"phase\": -1.1216562527011376\n",
" },\n",
" {\n",
" \"frequency\": 0.07338888888888889,\n",
" \"amplitude\": 0.00011265972705982442,\n",
" \"phase\": -1.4102590671930986\n",
" },\n",
" {\n",
" \"frequency\": 0.029355555555555555,\n",
" \"amplitude\": 9.741920137286841e-05,\n",
" \"phase\": 1.7124618259522597\n",
" }\n",
" ]\n",
" },\n",
" {\n",
" \"name\": \"action2\",\n",
" \"mean\": -0.005306393809482972,\n",
" \"n_samples\": 100,\n",
" \"dt\": 0.6813020439061317,\n",
" \"total_time\": 68.13020439061317,\n",
" \"components\": [\n",
" {\n",
" \"frequency\": 0.044033333333333334,\n",
" \"amplitude\": 0.0022537283592376674,\n",
" \"phase\": 2.098729567895884\n",
" },\n",
" {\n",
" \"frequency\": 0.08806666666666667,\n",
" \"amplitude\": 0.0004306460952092756,\n",
" \"phase\": 0.6115163825013263\n",
" }\n",
" ]\n",
" },\n",
" {\n",
" \"name\": \"action3\",\n",
" \"mean\": 0.004913377161881004,\n",
" \"n_samples\": 1...\n"
]
}
],
"source": [
"# ==================== 5. 保存特征到文件 ====================\n",
"\n",
"# 创建完整的特征文件\n",
"feature_file = {\n",
" 'description': 'LBM模拟信号FFT特征提取结果',\n",
" 'conversion_parameters': {\n",
" 'LBM': {\n",
" 'viscosity': nu_lbm,\n",
" 'velocity': U_lbm,\n",
" 'density': rho_lbm,\n",
" 'diameter': D_lbm,\n",
" 'control_interval_steps': control_interval,\n",
" 'Reynolds_number': Re\n",
" },\n",
" 'Real_world': {\n",
" 'diameter_m': D_real,\n",
" 'velocity_m_s': U_real,\n",
" 'dt_per_lbm_step_s': dt_real_per_lbm_step,\n",
" 'dt_control_s': dt_control_real,\n",
" 'velocity_scale': velocity_scale\n",
" }\n",
" },\n",
" 'signals': all_features\n",
"}\n",
"\n",
"# 保存为JSON文件\n",
"feature_path = '/home/frank14f/Frank_LBM/output/250620/var_vis/signal_features.json'\n",
"with open(feature_path, 'w', encoding='utf-8') as f:\n",
" json.dump(feature_file, f, indent=2, ensure_ascii=False)\n",
"\n",
"print(f\"特征文件已保存到: {feature_path}\")\n",
"print(\"\\n特征文件内容预览:\")\n",
"print(json.dumps(feature_file, indent=2, ensure_ascii=False)[:2000] + \"...\")"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"name": "stderr",
"output_type": "stream",
"text": [
"/tmp/ipykernel_3884356/1982610840.py:58: UserWarning: Glyph 26102 (\\N{CJK UNIFIED IDEOGRAPH-65F6}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1982610840.py:58: UserWarning: Glyph 38388 (\\N{CJK UNIFIED IDEOGRAPH-95F4}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1982610840.py:58: UserWarning: Glyph 36895 (\\N{CJK UNIFIED IDEOGRAPH-901F}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1982610840.py:58: UserWarning: Glyph 24230 (\\N{CJK UNIFIED IDEOGRAPH-5EA6}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1982610840.py:58: UserWarning: Glyph 29983 (\\N{CJK UNIFIED IDEOGRAPH-751F}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1982610840.py:58: UserWarning: Glyph 25104 (\\N{CJK UNIFIED IDEOGRAPH-6210}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1982610840.py:58: UserWarning: Glyph 30340 (\\N{CJK UNIFIED IDEOGRAPH-7684}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1982610840.py:58: UserWarning: Glyph 21608 (\\N{CJK UNIFIED IDEOGRAPH-5468}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1982610840.py:58: UserWarning: Glyph 26399 (\\N{CJK UNIFIED IDEOGRAPH-671F}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1982610840.py:58: UserWarning: Glyph 20449 (\\N{CJK UNIFIED IDEOGRAPH-4FE1}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1982610840.py:58: UserWarning: Glyph 21495 (\\N{CJK UNIFIED IDEOGRAPH-53F7}) missing from current font.\n",
" plt.tight_layout()\n",
"/tmp/ipykernel_3884356/1982610840.py:59: UserWarning: Glyph 36895 (\\N{CJK UNIFIED IDEOGRAPH-901F}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/generated_signals.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1982610840.py:59: UserWarning: Glyph 24230 (\\N{CJK UNIFIED IDEOGRAPH-5EA6}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/generated_signals.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1982610840.py:59: UserWarning: Glyph 29983 (\\N{CJK UNIFIED IDEOGRAPH-751F}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/generated_signals.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1982610840.py:59: UserWarning: Glyph 25104 (\\N{CJK UNIFIED IDEOGRAPH-6210}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/generated_signals.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1982610840.py:59: UserWarning: Glyph 30340 (\\N{CJK UNIFIED IDEOGRAPH-7684}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/generated_signals.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1982610840.py:59: UserWarning: Glyph 21608 (\\N{CJK UNIFIED IDEOGRAPH-5468}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/generated_signals.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1982610840.py:59: UserWarning: Glyph 26399 (\\N{CJK UNIFIED IDEOGRAPH-671F}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/generated_signals.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1982610840.py:59: UserWarning: Glyph 20449 (\\N{CJK UNIFIED IDEOGRAPH-4FE1}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/generated_signals.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1982610840.py:59: UserWarning: Glyph 21495 (\\N{CJK UNIFIED IDEOGRAPH-53F7}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/generated_signals.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1982610840.py:59: UserWarning: Glyph 26102 (\\N{CJK UNIFIED IDEOGRAPH-65F6}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/generated_signals.png', dpi=150, bbox_inches='tight')\n",
"/tmp/ipykernel_3884356/1982610840.py:59: UserWarning: Glyph 38388 (\\N{CJK UNIFIED IDEOGRAPH-95F4}) missing from current font.\n",
" plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/generated_signals.png', dpi=150, bbox_inches='tight')\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 29983 (\\N{CJK UNIFIED IDEOGRAPH-751F}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 25104 (\\N{CJK UNIFIED IDEOGRAPH-6210}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 30340 (\\N{CJK UNIFIED IDEOGRAPH-7684}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 21608 (\\N{CJK UNIFIED IDEOGRAPH-5468}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n",
"/home/frank14f/anaconda3/envs/pycuda_3_10/lib/python3.10/site-packages/IPython/core/pylabtools.py:152: UserWarning: Glyph 26399 (\\N{CJK UNIFIED IDEOGRAPH-671F}) missing from current font.\n",
" fig.canvas.print_figure(bytes_io, **kw)\n"
]
},
{
"data": {
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",
"text/plain": [
"<Figure size 1200x800 with 3 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\n",
"生成信号图已保存到: /home/frank14f/Frank_LBM/output/250620/var_vis/generated_signals.png\n"
]
}
],
"source": [
"# ==================== 6. 信号生成器 ====================\n",
"\n",
"def generate_periodic_signals(t, feature_file_path=None, features=None):\n",
" \"\"\"\n",
" 根据特征文件在任意时间点生成三个周期信号\n",
" \n",
" 参数:\n",
" t: 时间数组或标量 (秒),可以是任意长度和任意时间点\n",
" feature_file_path: 特征文件路径 (JSON格式)\n",
" features: 或直接传入特征字典\n",
" \n",
" 返回:\n",
" signals: dict, 包含三个信号的数组\n",
" \"\"\"\n",
" # 加载特征\n",
" if features is None:\n",
" with open(feature_file_path, 'r', encoding='utf-8') as f:\n",
" features = json.load(f)\n",
" \n",
" t = np.atleast_1d(t)\n",
" \n",
" signals = {}\n",
" for signal_feature in features['signals']:\n",
" name = signal_feature['name']\n",
" mean = signal_feature['mean']\n",
" components = signal_feature['components']\n",
" \n",
" # 初始化为均值\n",
" signal = np.ones_like(t, dtype=float) * mean\n",
" \n",
" # 叠加各频率成分\n",
" for comp in components:\n",
" freq = comp['frequency']\n",
" amp = comp['amplitude']\n",
" phase = comp['phase']\n",
" signal += amp * np.cos(2 * np.pi * freq * t + phase)\n",
" \n",
" signals[name] = signal\n",
" \n",
" return signals\n",
"\n",
"\n",
"# 测试: 生成0-30秒的信号\n",
"t_test = np.linspace(0, 30, 1000)\n",
"signals_generated = generate_periodic_signals(t_test, features=feature_file)\n",
"\n",
"# 绘图验证\n",
"fig, axes = plt.subplots(3, 1, figsize=(12, 8))\n",
"colors = ['#1f77b4', '#ff7f0e', '#2ca02c']\n",
"\n",
"for i, (name, signal) in enumerate(signals_generated.items()):\n",
" axes[i].plot(t_test, signal, color=colors[i], linewidth=1)\n",
" axes[i].set_xlabel('时间 (s)')\n",
" axes[i].set_ylabel('速度 (m/s)')\n",
" axes[i].set_title(f'{name} - 生成的周期信号 (0-30s)')\n",
" axes[i].grid(True, alpha=0.3)\n",
"\n",
"plt.tight_layout()\n",
"plt.savefig('/home/frank14f/Frank_LBM/output/250620/var_vis/generated_signals.png', dpi=150, bbox_inches='tight')\n",
"plt.show()\n",
"print(\"\\n生成信号图已保存到: /home/frank14f/Frank_LBM/output/250620/var_vis/generated_signals.png\")"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"独立信号生成脚本已保存到: /home/frank14f/Frank_LBM/output/250620/var_vis/signal_generator.py\n",
"\n",
"使用示例:\n",
" python /home/frank14f/Frank_LBM/output/250620/var_vis/signal_generator.py --feature_file signal_features.json --t_start 0 --t_end 60 --output output.csv\n"
]
}
],
"source": [
"# ==================== 7. 独立使用的信号生成脚本 ====================\n",
"# 以下代码可以复制出去作为独立脚本使用\n",
"\n",
"signal_generator_code = '''\n",
"#!/usr/bin/env python3\n",
"\"\"\"\n",
"周期信号生成器\n",
"根据FFT特征文件在任意时间点生成周期信号\n",
"\n",
"使用方法:\n",
" python signal_generator.py --feature_file signal_features.json --t_start 0 --t_end 60 --n_points 1000 --output output.csv\n",
"\"\"\"\n",
"\n",
"import numpy as np\n",
"import json\n",
"import argparse\n",
"\n",
"def generate_periodic_signals(t, feature_file_path):\n",
" \"\"\"\n",
" 根据特征文件在任意时间点生成周期信号\n",
" \n",
" 参数:\n",
" t: 时间数组 (秒)\n",
" feature_file_path: 特征文件路径\n",
" \n",
" 返回:\n",
" signals: dict, 包含各信号的数组\n",
" \"\"\"\n",
" with open(feature_file_path, 'r', encoding='utf-8') as f:\n",
" features = json.load(f)\n",
" \n",
" t = np.atleast_1d(t)\n",
" signals = {}\n",
" \n",
" for signal_feature in features['signals']:\n",
" name = signal_feature['name']\n",
" mean = signal_feature['mean']\n",
" components = signal_feature['components']\n",
" \n",
" signal = np.ones_like(t, dtype=float) * mean\n",
" for comp in components:\n",
" freq = comp['frequency']\n",
" amp = comp['amplitude']\n",
" phase = comp['phase']\n",
" signal += amp * np.cos(2 * np.pi * freq * t + phase)\n",
" \n",
" signals[name] = signal\n",
" \n",
" return signals\n",
"\n",
"\n",
"def get_signal_at_time(t, feature_file_path):\n",
" \"\"\"\n",
" 获取单个时间点的信号值\n",
" \n",
" 参数:\n",
" t: 时间 (秒)\n",
" feature_file_path: 特征文件路径\n",
" \n",
" 返回:\n",
" values: list, 三个信号的值\n",
" \"\"\"\n",
" signals = generate_periodic_signals(np.array([t]), feature_file_path)\n",
" return [signals[name][0] for name in signals.keys()]\n",
"\n",
"\n",
"if __name__ == '__main__':\n",
" parser = argparse.ArgumentParser(description='周期信号生成器')\n",
" parser.add_argument('--feature_file', type=str, required=True, help='特征文件路径')\n",
" parser.add_argument('--t_start', type=float, default=0, help='起始时间 (s)')\n",
" parser.add_argument('--t_end', type=float, default=60, help='结束时间 (s)')\n",
" parser.add_argument('--n_points', type=int, default=1000, help='采样点数')\n",
" parser.add_argument('--output', type=str, default='generated_signals.csv', help='输出文件')\n",
" \n",
" args = parser.parse_args()\n",
" \n",
" t = np.linspace(args.t_start, args.t_end, args.n_points)\n",
" signals = generate_periodic_signals(t, args.feature_file)\n",
" \n",
" # 保存为CSV\n",
" import pandas as pd\n",
" df = pd.DataFrame({'time_s': t, **signals})\n",
" df.to_csv(args.output, index=False)\n",
" print(f\"信号已保存到: {args.output}\")\n",
"'''\n",
"\n",
"# 保存为独立脚本\n",
"script_path = '/home/frank14f/Frank_LBM/output/250620/var_vis/signal_generator.py'\n",
"with open(script_path, 'w', encoding='utf-8') as f:\n",
" f.write(signal_generator_code)\n",
"\n",
"print(f\"独立信号生成脚本已保存到: {script_path}\")\n",
"print(\"\\n使用示例:\")\n",
"print(f\" python {script_path} --feature_file signal_features.json --t_start 0 --t_end 60 --output output.csv\")"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"============================================================\n",
"LBM信号转换与FFT分析总结\n",
"============================================================\n",
"\n",
"【单位换算结果】\n",
" • 1 LBM步 = 1.7033 ms\n",
" • 控制间隔 (400步) = 0.6813 s = 681.30 ms\n",
" • 速度换算: v_real = v_sim × 0.005284 m/s\n",
"\n",
"【信号周期特征】\n",
" • action1: 主频 f = 0.0440 Hz, 周期 T = 22.7101 s\n",
" • action2: 主频 f = 0.0440 Hz, 周期 T = 22.7101 s\n",
" • action3: 主频 f = 0.0440 Hz, 周期 T = 22.7101 s\n",
"\n",
"【输出文件】\n",
" • 特征文件: signal_features.json\n",
" • FFT分析图: signal_fft_analysis.png\n",
" • 生成信号图: generated_signals.png\n",
" • 信号生成脚本: signal_generator.py\n",
"\n",
"【使用方法】\n",
" 1. 直接在Python中使用 generate_periodic_signals(t, features=feature_file)\n",
" 2. 命令行: python signal_generator.py --feature_file signal_features.json --t_start 0 --t_end 60\n",
"============================================================\n"
]
}
],
"source": [
"# ==================== 8. 总结输出 ====================\n",
"\n",
"print(\"=\" * 60)\n",
"print(\"LBM信号转换与FFT分析总结\")\n",
"print(\"=\" * 60)\n",
"\n",
"print(\"\\n【单位换算结果】\")\n",
"print(f\" • 1 LBM步 = {dt_real_per_lbm_step*1000:.4f} ms\")\n",
"print(f\" • 控制间隔 (400步) = {dt_control_real:.4f} s = {dt_control_real*1000:.2f} ms\")\n",
"print(f\" • 速度换算: v_real = v_sim × {velocity_scale:.6f} m/s\")\n",
"\n",
"print(\"\\n【信号周期特征】\")\n",
"for features in all_features:\n",
" main_freq = features['components'][0]['frequency']\n",
" main_period = 1.0 / main_freq\n",
" print(f\" • {features['name']}: 主频 f = {main_freq:.4f} Hz, 周期 T = {main_period:.4f} s\")\n",
"\n",
"print(\"\\n【输出文件】\")\n",
"print(f\" • 特征文件: signal_features.json\")\n",
"print(f\" • FFT分析图: signal_fft_analysis.png\")\n",
"print(f\" • 生成信号图: generated_signals.png\")\n",
"print(f\" • 信号生成脚本: signal_generator.py\")\n",
"\n",
"print(\"\\n【使用方法】\")\n",
"print(\" 1. 直接在Python中使用 generate_periodic_signals(t, features=feature_file)\")\n",
"print(\" 2. 命令行: python signal_generator.py --feature_file signal_features.json --t_start 0 --t_end 60\")\n",
"print(\"=\" * 60)"
]
}
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